1, 30, cfs, 1, nb, N, 2347, 1406, 510, 980, 63.5, 41.1, 17.9, 65.8, 56.5 1, 30, cfs, 1, nb, Y, 980, 510, 1406, 2347, 63.5, 82.1, 58.9, 62.5, 56.5 1, 30, cfs, 1, j48, N, 2030, 1168, 827, 1218, 61.9, 51.0, 28.9, 59.6, 59.8 1, 30, cfs, 1, j48, Y, 1218, 827, 1168, 2030, 61.9, 71.1, 49.0, 63.5, 59.8 1, 30, cfs, 1, zeror, N, 2857, 2386, 0, 0, 54.5, 0.0, 0.0, 0.0, 29.3 1, 30, cfs, 1, zeror, Y, 0, 0, 2386, 2857, 54.5, 100.0, 100.0, 54.5, 29.3 1, 30, cfs, 1, oner, N, 1636, 895, 1221, 1491, 59.6, 62.5, 42.7, 55.0, 59.8 1, 30, cfs, 1, oner, Y, 1491, 1221, 895, 1636, 59.6, 57.3, 37.5, 64.6, 59.8 1, 30, cfs, 1, adtree, N, 2297, 1173, 560, 1213, 66.9, 50.8, 19.6, 68.4, 62.6 1, 30, cfs, 1, adtree, Y, 1213, 560, 1173, 2297, 66.9, 80.4, 49.2, 66.2, 62.6 1, 30, cfs, 1, bnet, N, 2168, 1057, 689, 1329, 66.7, 55.7, 24.1, 65.9, 64.3 1, 30, cfs, 1, bnet, Y, 1329, 689, 1057, 2168, 66.7, 75.9, 44.3, 67.2, 64.3 1, 30, cfs, 1, rbfnet, N, 2219, 1203, 638, 1183, 64.9, 49.6, 22.3, 65.0, 61.0 1, 30, cfs, 1, rbfnet, Y, 1183, 638, 1203, 2219, 64.9, 77.7, 50.4, 64.8, 61.0 1, 30, cfs, 2, nb, N, 2896, 1423, 668, 995, 65.0, 41.1, 18.7, 59.8, 56.3 1, 30, cfs, 2, nb, Y, 995, 668, 1423, 2896, 65.0, 81.3, 58.9, 67.1, 56.3 1, 30, cfs, 2, j48, N, 2900, 1637, 664, 781, 61.5, 32.3, 18.6, 54.0, 50.3 1, 30, cfs, 2, j48, Y, 781, 664, 1637, 2900, 61.5, 81.4, 67.7, 63.9, 50.3 1, 30, cfs, 2, zeror, N, 3564, 2418, 0, 0, 59.6, 0.0, 0.0, 0.0, 29.3 1, 30, cfs, 2, zeror, Y, 0, 0, 2418, 3564, 59.6, 100.0, 100.0, 59.6, 29.3 1, 30, cfs, 2, oner, N, 2250, 1046, 1314, 1372, 60.5, 56.7, 36.9, 51.1, 59.8 1, 30, cfs, 2, oner, Y, 1372, 1314, 1046, 2250, 60.5, 63.1, 43.3, 68.3, 59.8 1, 30, cfs, 2, adtree, N, 3022, 1427, 542, 991, 67.1, 41.0, 15.2, 64.6, 56.9 1, 30, cfs, 2, adtree, Y, 991, 542, 1427, 3022, 67.1, 84.8, 59.0, 67.9, 56.9 1, 30, cfs, 2, bnet, N, 2846, 1269, 718, 1149, 66.8, 47.5, 20.1, 61.5, 60.2 1, 30, cfs, 2, bnet, Y, 1149, 718, 1269, 2846, 66.8, 79.9, 52.5, 69.2, 60.2 1, 30, cfs, 2, rbfnet, N, 2916, 1524, 648, 894, 63.7, 37.0, 18.2, 58.0, 53.6 1, 30, cfs, 2, rbfnet, Y, 894, 648, 1524, 2916, 63.7, 81.8, 63.0, 65.7, 53.6 1, 30, cfs, 3, nb, N, 2968, 1428, 641, 946, 65.4, 39.8, 17.8, 59.6, 55.7 1, 30, cfs, 3, nb, Y, 946, 641, 1428, 2968, 65.4, 82.2, 60.2, 67.5, 55.7 1, 30, cfs, 3, j48, N, 3011, 1573, 598, 801, 63.7, 33.7, 16.6, 57.3, 51.7 1, 30, cfs, 3, j48, Y, 801, 598, 1573, 3011, 63.7, 83.4, 66.3, 65.7, 51.7 1, 30, cfs, 3, zeror, N, 3609, 2374, 0, 0, 60.3, 0.0, 0.0, 0.0, 29.3 1, 30, cfs, 3, zeror, Y, 0, 0, 2374, 3609, 60.3, 100.0, 100.0, 60.3, 29.3 1, 30, cfs, 3, oner, N, 2368, 1027, 1241, 1347, 62.1, 56.7, 34.4, 52.0, 60.9 1, 30, cfs, 3, oner, Y, 1347, 1241, 1027, 2368, 62.1, 65.6, 43.3, 69.7, 60.9 1, 30, cfs, 3, adtree, N, 2804, 1123, 805, 1251, 67.8, 52.7, 22.3, 60.8, 63.0 1, 30, cfs, 3, adtree, Y, 1251, 805, 1123, 2804, 67.8, 77.7, 47.3, 71.4, 63.0 1, 30, cfs, 3, bnet, N, 2943, 1260, 666, 1114, 67.8, 46.9, 18.5, 62.6, 60.3 1, 30, cfs, 3, bnet, Y, 1114, 666, 1260, 2943, 67.8, 81.5, 53.1, 70.0, 60.3 1, 30, cfs, 3, rbfnet, N, 3203, 1767, 406, 607, 63.7, 25.6, 11.2, 59.9, 46.8 1, 30, cfs, 3, rbfnet, Y, 607, 406, 1767, 3203, 63.7, 88.8, 74.4, 64.4, 46.8 1, 30, cfs, 4, nb, N, 4075, 1435, 744, 488, 67.7, 25.4, 15.4, 39.6, 46.1 1, 30, cfs, 4, nb, Y, 488, 744, 1435, 4075, 67.7, 84.6, 74.6, 74.0, 46.1 1, 30, cfs, 4, j48, N, 4616, 1750, 203, 173, 71.0, 9.0, 4.2, 46.0, 35.6 1, 30, cfs, 4, j48, Y, 173, 203, 1750, 4616, 71.0, 95.8, 91.0, 72.5, 35.6 1, 30, cfs, 4, zeror, N, 4819, 1923, 0, 0, 71.5, 0.0, 0.0, 0.0, 29.3 1, 30, cfs, 4, zeror, Y, 0, 0, 1923, 4819, 71.5, 100.0, 100.0, 71.5, 29.3 1, 30, cfs, 4, oner, N, 4699, 1791, 120, 132, 71.7, 6.9, 2.5, 52.4, 34.1 1, 30, cfs, 4, oner, Y, 132, 120, 1791, 4699, 71.7, 97.5, 93.1, 72.4, 34.1 1, 30, cfs, 4, adtree, N, 4680, 1709, 139, 214, 72.6, 11.1, 2.9, 60.6, 37.1 1, 30, cfs, 4, adtree, Y, 214, 139, 1709, 4680, 72.6, 97.1, 88.9, 73.3, 37.1 1, 30, cfs, 4, bnet, N, 4550, 1669, 269, 254, 71.3, 13.2, 5.6, 48.6, 38.5 1, 30, cfs, 4, bnet, Y, 254, 269, 1669, 4550, 71.3, 94.4, 86.8, 73.2, 38.5 1, 30, cfs, 4, rbfnet, N, 4807, 1909, 12, 14, 71.5, 0.7, 0.2, 53.8, 29.8 1, 30, cfs, 4, rbfnet, Y, 14, 12, 1909, 4807, 71.5, 99.8, 99.3, 71.6, 29.8 1, 30, cfs, 5, nb, N, 3712, 1282, 770, 483, 67.2, 27.4, 17.2, 38.5, 47.2 1, 30, cfs, 5, nb, Y, 483, 770, 1282, 3712, 67.2, 82.8, 72.6, 74.3, 47.2 1, 30, cfs, 5, j48, N, 4266, 1566, 216, 199, 71.5, 11.3, 4.8, 48.0, 37.2 1, 30, cfs, 5, j48, Y, 199, 216, 1566, 4266, 71.5, 95.2, 88.7, 73.1, 37.2 1, 30, cfs, 5, zeror, N, 4482, 1765, 0, 0, 71.7, 0.0, 0.0, 0.0, 29.3 1, 30, cfs, 5, zeror, Y, 0, 0, 1765, 4482, 71.7, 100.0, 100.0, 71.7, 29.3 1, 30, cfs, 5, oner, N, 4370, 1651, 112, 114, 71.8, 6.5, 2.5, 50.4, 33.8 1, 30, cfs, 5, oner, Y, 114, 112, 1651, 4370, 71.8, 97.5, 93.5, 72.6, 33.8 1, 30, cfs, 5, adtree, N, 4324, 1557, 158, 208, 72.5, 11.8, 3.5, 56.8, 37.6 1, 30, cfs, 5, adtree, Y, 208, 158, 1557, 4324, 72.5, 96.5, 88.2, 73.5, 37.6 1, 30, cfs, 5, bnet, N, 4210, 1513, 272, 252, 71.4, 14.3, 6.1, 48.1, 39.2 1, 30, cfs, 5, bnet, Y, 252, 272, 1513, 4210, 71.4, 93.9, 85.7, 73.6, 39.2 1, 30, cfs, 5, rbfnet, N, 4482, 1765, 0, 0, 71.7, 0.0, 0.0, 0.0, 29.3 1, 30, cfs, 5, rbfnet, Y, 0, 0, 1765, 4482, 71.7, 100.0, 100.0, 71.7, 29.3 1, 30, infogain, 1, nb, N, 2371, 1432, 506, 934, 63.0, 39.5, 17.6, 64.9, 55.4 1, 30, infogain, 1, nb, Y, 934, 506, 1432, 2371, 63.0, 82.4, 60.5, 62.3, 55.4 1, 30, infogain, 1, j48, N, 2141, 1357, 736, 1009, 60.1, 42.6, 25.6, 57.8, 55.6 1, 30, infogain, 1, j48, Y, 1009, 736, 1357, 2141, 60.1, 74.4, 57.4, 61.2, 55.6 1, 30, infogain, 1, zeror, N, 2877, 2366, 0, 0, 54.9, 0.0, 0.0, 0.0, 29.3 1, 30, infogain, 1, zeror, Y, 0, 0, 2366, 2877, 54.9, 100.0, 100.0, 54.9, 29.3 1, 30, infogain, 1, oner, N, 1719, 828, 1158, 1538, 62.1, 65.0, 40.3, 57.0, 62.3 1, 30, infogain, 1, oner, Y, 1538, 1158, 828, 1719, 62.1, 59.7, 35.0, 67.5, 62.3 1, 30, infogain, 1, adtree, N, 2101, 971, 776, 1395, 66.7, 59.0, 27.0, 64.3, 65.3 1, 30, infogain, 1, adtree, Y, 1395, 776, 971, 2101, 66.7, 73.0, 41.0, 68.4, 65.3 1, 30, infogain, 1, bnet, N, 2213, 1243, 664, 1123, 63.6, 47.5, 23.1, 62.8, 59.4 1, 30, infogain, 1, bnet, Y, 1123, 664, 1243, 2213, 63.6, 76.9, 52.5, 64.0, 59.4 1, 30, infogain, 1, rbfnet, N, 2303, 1484, 574, 882, 60.7, 37.3, 20.0, 60.6, 53.5 1, 30, infogain, 1, rbfnet, Y, 882, 574, 1484, 2303, 60.7, 80.0, 62.7, 60.8, 53.5 1, 30, infogain, 2, nb, N, 2863, 1334, 758, 1027, 65.0, 43.5, 20.9, 57.5, 57.4 1, 30, infogain, 2, nb, Y, 1027, 758, 1334, 2863, 65.0, 79.1, 56.5, 68.2, 57.4 1, 30, infogain, 2, j48, N, 2944, 1563, 677, 798, 62.6, 33.8, 18.7, 54.1, 51.4 1, 30, infogain, 2, j48, Y, 798, 677, 1563, 2944, 62.6, 81.3, 66.2, 65.3, 51.4 1, 30, infogain, 2, zeror, N, 3621, 2361, 0, 0, 60.5, 0.0, 0.0, 0.0, 29.3 1, 30, infogain, 2, zeror, Y, 0, 0, 2361, 3621, 60.5, 100.0, 100.0, 60.5, 29.3 1, 30, infogain, 2, oner, N, 2309, 1054, 1312, 1307, 60.4, 55.4, 36.2, 49.9, 59.3 1, 30, infogain, 2, oner, Y, 1307, 1312, 1054, 2309, 60.4, 63.8, 44.6, 68.7, 59.3 1, 30, infogain, 2, adtree, N, 2883, 1174, 738, 1187, 68.0, 50.3, 20.4, 61.7, 62.0 1, 30, infogain, 2, adtree, Y, 1187, 738, 1174, 2883, 68.0, 79.6, 49.7, 71.1, 62.0 1, 30, infogain, 2, bnet, N, 3075, 1521, 546, 840, 65.4, 35.6, 15.1, 60.6, 53.2 1, 30, infogain, 2, bnet, Y, 840, 546, 1521, 3075, 65.4, 84.9, 64.4, 66.9, 53.2 1, 30, infogain, 2, rbfnet, N, 2860, 1549, 761, 812, 61.4, 34.4, 21.0, 51.6, 51.3 1, 30, infogain, 2, rbfnet, Y, 812, 761, 1549, 2860, 61.4, 79.0, 65.6, 64.9, 51.3 1, 30, infogain, 3, nb, N, 2727, 1228, 924, 1104, 64.0, 47.3, 25.3, 54.4, 58.7 1, 30, infogain, 3, nb, Y, 1104, 924, 1228, 2727, 64.0, 74.7, 52.7, 69.0, 58.7 1, 30, infogain, 3, j48, N, 3047, 1612, 604, 720, 63.0, 30.9, 16.5, 54.4, 49.7 1, 30, infogain, 3, j48, Y, 720, 604, 1612, 3047, 63.0, 83.5, 69.1, 65.4, 49.7 1, 30, infogain, 3, zeror, N, 3651, 2332, 0, 0, 61.0, 0.0, 0.0, 0.0, 29.3 1, 30, infogain, 3, zeror, Y, 0, 0, 2332, 3651, 61.0, 100.0, 100.0, 61.0, 29.3 1, 30, infogain, 3, oner, N, 2349, 1056, 1302, 1276, 60.6, 54.7, 35.7, 49.5, 59.2 1, 30, infogain, 3, oner, Y, 1276, 1302, 1056, 2349, 60.6, 64.3, 45.3, 69.0, 59.2 1, 30, infogain, 3, adtree, N, 2941, 1213, 710, 1119, 67.9, 48.0, 19.4, 61.2, 60.7 1, 30, infogain, 3, adtree, Y, 1119, 710, 1213, 2941, 67.9, 80.6, 52.0, 70.8, 60.7 1, 30, infogain, 3, bnet, N, 3069, 1475, 582, 857, 65.6, 36.7, 15.9, 59.6, 53.9 1, 30, infogain, 3, bnet, Y, 857, 582, 1475, 3069, 65.6, 84.1, 63.3, 67.5, 53.9 1, 30, infogain, 3, rbfnet, N, 2832, 1353, 819, 979, 63.7, 42.0, 22.4, 54.4, 56.0 1, 30, infogain, 3, rbfnet, Y, 979, 819, 1353, 2832, 63.7, 77.6, 58.0, 67.7, 56.0 1, 30, infogain, 5, nb, N, 3800, 1189, 690, 547, 69.8, 31.5, 15.4, 44.2, 50.4 1, 30, infogain, 5, nb, Y, 547, 690, 1189, 3800, 69.8, 84.6, 68.5, 76.2, 50.4 1, 30, infogain, 5, j48, N, 3938, 1317, 552, 419, 70.0, 24.1, 12.3, 43.2, 45.7 1, 30, infogain, 5, j48, Y, 419, 552, 1317, 3938, 70.0, 87.7, 75.9, 74.9, 45.7 1, 30, infogain, 5, zeror, N, 4490, 1736, 0, 0, 72.1, 0.0, 0.0, 0.0, 29.3 1, 30, infogain, 5, zeror, Y, 0, 0, 1736, 4490, 72.1, 100.0, 100.0, 72.1, 29.3 1, 30, infogain, 5, oner, N, 4361, 1628, 129, 108, 71.8, 6.2, 2.9, 45.6, 33.7 1, 30, infogain, 5, oner, Y, 108, 129, 1628, 4361, 71.8, 97.1, 93.8, 72.8, 33.7 1, 30, infogain, 5, adtree, N, 4244, 1422, 246, 314, 73.2, 18.1, 5.5, 56.1, 41.9 1, 30, infogain, 5, adtree, Y, 314, 246, 1422, 4244, 73.2, 94.5, 81.9, 74.9, 41.9 1, 30, infogain, 5, bnet, N, 4097, 1363, 393, 373, 71.8, 21.5, 8.8, 48.7, 44.1 1, 30, infogain, 5, bnet, Y, 373, 393, 1363, 4097, 71.8, 91.2, 78.5, 75.0, 44.1 1, 30, infogain, 5, rbfnet, N, 4025, 1318, 465, 418, 71.4, 24.1, 10.4, 47.3, 45.8 1, 30, infogain, 5, rbfnet, Y, 418, 465, 1318, 4025, 71.4, 89.6, 75.9, 75.3, 45.8 1, 30, chisquared, 1, nb, N, 2118, 1302, 706, 1117, 61.7, 46.2, 25.0, 61.3, 58.0 1, 30, chisquared, 1, nb, Y, 1117, 706, 1302, 2118, 61.7, 75.0, 53.8, 61.9, 58.0 1, 30, chisquared, 1, j48, N, 2077, 1345, 747, 1074, 60.1, 44.4, 26.5, 59.0, 56.5 1, 30, chisquared, 1, j48, Y, 1074, 747, 1345, 2077, 60.1, 73.5, 55.6, 60.7, 56.5 1, 30, chisquared, 1, zeror, N, 2824, 2419, 0, 0, 53.9, 0.0, 0.0, 0.0, 29.3 1, 30, chisquared, 1, zeror, Y, 0, 0, 2419, 2824, 53.9, 100.0, 100.0, 53.9, 29.3 1, 30, chisquared, 1, oner, N, 1626, 896, 1198, 1523, 60.1, 63.0, 42.4, 56.0, 60.2 1, 30, chisquared, 1, oner, Y, 1523, 1198, 896, 1626, 60.1, 57.6, 37.0, 64.5, 60.2 1, 30, chisquared, 1, adtree, N, 2081, 983, 743, 1436, 67.1, 59.4, 26.3, 65.9, 65.8 1, 30, chisquared, 1, adtree, Y, 1436, 743, 983, 2081, 67.1, 73.7, 40.6, 67.9, 65.8 1, 30, chisquared, 1, bnet, N, 2188, 1207, 636, 1212, 64.8, 50.1, 22.5, 65.6, 61.3 1, 30, chisquared, 1, bnet, Y, 1212, 636, 1207, 2188, 64.8, 77.5, 49.9, 64.4, 61.3 1, 30, chisquared, 1, rbfnet, N, 2149, 1392, 675, 1027, 60.6, 42.5, 23.9, 60.3, 55.9 1, 30, chisquared, 1, rbfnet, Y, 1027, 675, 1392, 2149, 60.6, 76.1, 57.5, 60.7, 55.9 1, 30, chisquared, 2, nb, N, 2743, 1273, 855, 1111, 64.4, 46.6, 23.8, 56.5, 58.7 1, 30, chisquared, 2, nb, Y, 1111, 855, 1273, 2743, 64.4, 76.2, 53.4, 68.3, 58.7 1, 30, chisquared, 2, j48, N, 2924, 1591, 674, 793, 62.1, 33.3, 18.7, 54.1, 51.0 1, 30, chisquared, 2, j48, Y, 793, 674, 1591, 2924, 62.1, 81.3, 66.7, 64.8, 51.0 1, 30, chisquared, 2, zeror, N, 3598, 2384, 0, 0, 60.1, 0.0, 0.0, 0.0, 29.3 1, 30, chisquared, 2, zeror, Y, 0, 0, 2384, 3598, 60.1, 100.0, 100.0, 60.1, 29.3 1, 30, chisquared, 2, oner, N, 2342, 1058, 1256, 1326, 61.3, 55.6, 34.9, 51.4, 60.1 1, 30, chisquared, 2, oner, Y, 1326, 1256, 1058, 2342, 61.3, 65.1, 44.4, 68.9, 60.1 1, 30, chisquared, 2, adtree, N, 2814, 1134, 784, 1250, 67.9, 52.4, 21.8, 61.5, 63.0 1, 30, chisquared, 2, adtree, Y, 1250, 784, 1134, 2814, 67.9, 78.2, 47.6, 71.3, 63.0 1, 30, chisquared, 2, bnet, N, 3017, 1564, 581, 820, 64.1, 34.4, 16.1, 58.5, 52.2 1, 30, chisquared, 2, bnet, Y, 820, 581, 1564, 3017, 64.1, 83.9, 65.6, 65.9, 52.2 1, 30, chisquared, 2, rbfnet, N, 2694, 1316, 904, 1068, 62.9, 44.8, 25.1, 54.2, 57.1 1, 30, chisquared, 2, rbfnet, Y, 1068, 904, 1316, 2694, 62.9, 74.9, 55.2, 67.2, 57.1 1, 30, chisquared, 3, nb, N, 2851, 1369, 745, 1018, 64.7, 42.6, 20.7, 57.7, 56.9 1, 30, chisquared, 3, nb, Y, 1018, 745, 1369, 2851, 64.7, 79.3, 57.4, 67.6, 56.9 1, 30, chisquared, 3, j48, N, 2943, 1616, 653, 771, 62.1, 32.3, 18.2, 54.1, 50.4 1, 30, chisquared, 3, j48, Y, 771, 653, 1616, 2943, 62.1, 81.8, 67.7, 64.6, 50.4 1, 30, chisquared, 3, zeror, N, 3596, 2387, 0, 0, 60.1, 0.0, 0.0, 0.0, 29.3 1, 30, chisquared, 3, zeror, Y, 0, 0, 2387, 3596, 60.1, 100.0, 100.0, 60.1, 29.3 1, 30, chisquared, 3, oner, N, 2269, 991, 1327, 1396, 61.3, 58.5, 36.9, 51.3, 60.7 1, 30, chisquared, 3, oner, Y, 1396, 1327, 991, 2269, 61.3, 63.1, 41.5, 69.6, 60.7 1, 30, chisquared, 3, adtree, N, 2797, 1114, 799, 1273, 68.0, 53.3, 22.2, 61.4, 63.5 1, 30, chisquared, 3, adtree, Y, 1273, 799, 1114, 2797, 68.0, 77.8, 46.7, 71.5, 63.5 1, 30, chisquared, 3, bnet, N, 3004, 1503, 592, 884, 65.0, 37.0, 16.5, 59.9, 54.0 1, 30, chisquared, 3, bnet, Y, 884, 592, 1503, 3004, 65.0, 83.5, 63.0, 66.7, 54.0 1, 30, chisquared, 3, rbfnet, N, 2746, 1425, 850, 962, 62.0, 40.3, 23.6, 53.1, 54.6 1, 30, chisquared, 3, rbfnet, Y, 962, 850, 1425, 2746, 62.0, 76.4, 59.7, 65.8, 54.6 1, 30, chisquared, 5, nb, N, 3496, 1085, 957, 681, 67.2, 38.6, 21.5, 41.6, 54.0 1, 30, chisquared, 5, nb, Y, 681, 957, 1085, 3496, 67.2, 78.5, 61.4, 76.3, 54.0 1, 30, chisquared, 5, j48, N, 4453, 1766, 0, 0, 71.6, 0.0, 0.0, 0.0, 29.3 1, 30, chisquared, 5, j48, Y, 0, 0, 1766, 4453, 71.6, 100.0, 100.0, 71.6, 29.3 1, 30, chisquared, 5, zeror, N, 4453, 1766, 0, 0, 71.6, 0.0, 0.0, 0.0, 29.3 1, 30, chisquared, 5, zeror, Y, 0, 0, 1766, 4453, 71.6, 100.0, 100.0, 71.6, 29.3 1, 30, chisquared, 5, oner, N, 4294, 1653, 159, 113, 70.9, 6.4, 3.6, 41.5, 33.8 1, 30, chisquared, 5, oner, Y, 113, 159, 1653, 4294, 70.9, 96.4, 93.6, 72.2, 33.8 1, 30, chisquared, 5, adtree, N, 4160, 1421, 293, 345, 72.4, 19.5, 6.6, 54.1, 42.9 1, 30, chisquared, 5, adtree, Y, 345, 293, 1421, 4160, 72.4, 93.4, 80.5, 74.5, 42.9 1, 30, chisquared, 5, bnet, N, 4143, 1498, 310, 268, 70.9, 15.2, 7.0, 46.4, 39.8 1, 30, chisquared, 5, bnet, Y, 268, 310, 1498, 4143, 70.9, 93.0, 84.8, 73.4, 39.8 1, 30, chisquared, 5, rbfnet, N, 4167, 1536, 286, 230, 70.7, 13.0, 6.4, 44.6, 38.3 1, 30, chisquared, 5, rbfnet, Y, 230, 286, 1536, 4167, 70.7, 93.6, 87.0, 73.1, 38.3 1, 30, oneR, 1, nb, N, 2285, 1309, 628, 1021, 63.1, 43.8, 21.6, 61.9, 57.5 1, 30, oneR, 1, nb, Y, 1021, 628, 1309, 2285, 63.1, 78.4, 56.2, 63.6, 57.5 1, 30, oneR, 1, j48, N, 1980, 1025, 933, 1305, 62.7, 56.0, 32.0, 58.3, 61.5 1, 30, oneR, 1, j48, Y, 1305, 933, 1025, 1980, 62.7, 68.0, 44.0, 65.9, 61.5 1, 30, oneR, 1, zeror, N, 2913, 2330, 0, 0, 55.6, 0.0, 0.0, 0.0, 29.3 1, 30, oneR, 1, zeror, Y, 0, 0, 2330, 2913, 55.6, 100.0, 100.0, 55.6, 29.3 1, 30, oneR, 1, oner, N, 1704, 845, 1209, 1485, 60.8, 63.7, 41.5, 55.1, 61.0 1, 30, oneR, 1, oner, Y, 1485, 1209, 845, 1704, 60.8, 58.5, 36.3, 66.8, 61.0 1, 30, oneR, 1, adtree, N, 2285, 1144, 628, 1186, 66.2, 50.9, 21.6, 65.4, 62.1 1, 30, oneR, 1, adtree, Y, 1186, 628, 1144, 2285, 66.2, 78.4, 49.1, 66.6, 62.1 1, 30, oneR, 1, bnet, N, 1946, 851, 967, 1479, 65.3, 63.5, 33.2, 60.5, 65.1 1, 30, oneR, 1, bnet, Y, 1479, 967, 851, 1946, 65.3, 66.8, 36.5, 69.6, 65.1 1, 30, oneR, 1, rbfnet, N, 2298, 1211, 615, 1119, 65.2, 48.0, 21.1, 64.5, 60.3 1, 30, oneR, 1, rbfnet, Y, 1119, 615, 1211, 2298, 65.2, 78.9, 52.0, 65.5, 60.3 1, 30, oneR, 2, nb, N, 2907, 1420, 753, 902, 63.7, 38.8, 20.6, 54.5, 54.4 1, 30, oneR, 2, nb, Y, 902, 753, 1420, 2907, 63.7, 79.4, 61.2, 67.2, 54.4 1, 30, oneR, 2, j48, N, 2944, 1424, 716, 898, 64.2, 38.7, 19.6, 55.6, 54.5 1, 30, oneR, 2, j48, Y, 898, 716, 1424, 2944, 64.2, 80.4, 61.3, 67.4, 54.5 1, 30, oneR, 2, zeror, N, 3660, 2322, 0, 0, 61.2, 0.0, 0.0, 0.0, 29.3 1, 30, oneR, 2, zeror, Y, 0, 0, 2322, 3660, 61.2, 100.0, 100.0, 61.2, 29.3 1, 30, oneR, 2, oner, N, 2361, 1020, 1299, 1302, 61.2, 56.1, 35.5, 50.1, 60.1 1, 30, oneR, 2, oner, Y, 1302, 1299, 1020, 2361, 61.2, 64.5, 43.9, 69.8, 60.1 1, 30, oneR, 2, adtree, N, 2843, 1169, 817, 1153, 66.8, 49.7, 22.3, 58.5, 61.1 1, 30, oneR, 2, adtree, Y, 1153, 817, 1169, 2843, 66.8, 77.7, 50.3, 70.9, 61.1 1, 30, oneR, 2, bnet, N, 2688, 1038, 972, 1284, 66.4, 55.3, 26.6, 56.9, 63.2 1, 30, oneR, 2, bnet, Y, 1284, 972, 1038, 2688, 66.4, 73.4, 44.7, 72.1, 63.2 1, 30, oneR, 2, rbfnet, N, 2994, 1426, 666, 896, 65.0, 38.6, 18.2, 57.4, 54.7 1, 30, oneR, 2, rbfnet, Y, 896, 666, 1426, 2994, 65.0, 81.8, 61.4, 67.7, 54.7 1, 30, oneR, 3, nb, N, 2960, 1508, 627, 888, 64.3, 37.1, 17.5, 58.6, 53.8 1, 30, oneR, 3, nb, Y, 888, 627, 1508, 2960, 64.3, 82.5, 62.9, 66.2, 53.8 1, 30, oneR, 3, j48, N, 2844, 1420, 743, 976, 63.8, 40.7, 20.7, 56.8, 55.6 1, 30, oneR, 3, j48, Y, 976, 743, 1420, 2844, 63.8, 79.3, 59.3, 66.7, 55.6 1, 30, oneR, 3, zeror, N, 3587, 2396, 0, 0, 60.0, 0.0, 0.0, 0.0, 29.3 1, 30, oneR, 3, zeror, Y, 0, 0, 2396, 3587, 60.0, 100.0, 100.0, 60.0, 29.3 1, 30, oneR, 3, oner, N, 2324, 1074, 1263, 1322, 60.9, 55.2, 35.2, 51.1, 59.7 1, 30, oneR, 3, oner, Y, 1322, 1263, 1074, 2324, 60.9, 64.8, 44.8, 68.4, 59.7 1, 30, oneR, 3, adtree, N, 2791, 1131, 796, 1265, 67.8, 52.8, 22.2, 61.4, 63.1 1, 30, oneR, 3, adtree, Y, 1265, 796, 1131, 2791, 67.8, 77.8, 47.2, 71.2, 63.1 1, 30, oneR, 3, bnet, N, 2584, 1064, 1003, 1332, 65.5, 55.6, 28.0, 57.0, 62.9 1, 30, oneR, 3, bnet, Y, 1332, 1003, 1064, 2584, 65.5, 72.0, 44.4, 70.8, 62.9 1, 30, oneR, 3, rbfnet, N, 2833, 1414, 754, 982, 63.8, 41.0, 21.0, 56.6, 55.7 1, 30, oneR, 3, rbfnet, Y, 982, 754, 1414, 2833, 63.8, 79.0, 59.0, 66.7, 55.7 1, 30, oneR, 4, nb, N, 3922, 1325, 844, 651, 67.8, 32.9, 17.7, 43.5, 51.0 1, 30, oneR, 4, nb, Y, 651, 844, 1325, 3922, 67.8, 82.3, 67.1, 74.7, 51.0 1, 30, oneR, 4, j48, N, 4766, 1976, 0, 0, 70.7, 0.0, 0.0, 0.0, 29.3 1, 30, oneR, 4, j48, Y, 0, 0, 1976, 4766, 70.7, 100.0, 100.0, 70.7, 29.3 1, 30, oneR, 4, zeror, N, 4766, 1976, 0, 0, 70.7, 0.0, 0.0, 0.0, 29.3 1, 30, oneR, 4, zeror, Y, 0, 0, 1976, 4766, 70.7, 100.0, 100.0, 70.7, 29.3 1, 30, oneR, 4, oner, N, 4606, 1852, 160, 124, 70.2, 6.3, 3.4, 43.7, 33.7 1, 30, oneR, 4, oner, Y, 124, 160, 1852, 4606, 70.2, 96.6, 93.7, 71.3, 33.7 1, 30, oneR, 4, adtree, N, 4508, 1667, 258, 309, 71.4, 15.6, 5.4, 54.5, 40.2 1, 30, oneR, 4, adtree, Y, 309, 258, 1667, 4508, 71.4, 94.6, 84.4, 73.0, 40.2 1, 30, oneR, 4, bnet, N, 4472, 1721, 294, 255, 70.1, 12.9, 6.2, 46.4, 38.3 1, 30, oneR, 4, bnet, Y, 255, 294, 1721, 4472, 70.1, 93.8, 87.1, 72.2, 38.3 1, 30, oneR, 4, rbfnet, N, 4606, 1832, 160, 144, 70.5, 7.3, 3.4, 47.4, 34.4 1, 30, oneR, 4, rbfnet, Y, 144, 160, 1832, 4606, 70.5, 96.6, 92.7, 71.5, 34.4 1, 30, oneR, 5, nb, N, 3718, 1080, 824, 622, 69.5, 36.5, 18.1, 43.0, 53.3 1, 30, oneR, 5, nb, Y, 622, 824, 1080, 3718, 69.5, 81.9, 63.5, 77.5, 53.3 1, 30, oneR, 5, j48, N, 4542, 1702, 0, 0, 72.7, 0.0, 0.0, 0.0, 29.3 1, 30, oneR, 5, j48, Y, 0, 0, 1702, 4542, 72.7, 100.0, 100.0, 72.7, 29.3 1, 30, oneR, 5, zeror, N, 4542, 1702, 0, 0, 72.7, 0.0, 0.0, 0.0, 29.3 1, 30, oneR, 5, zeror, Y, 0, 0, 1702, 4542, 72.7, 100.0, 100.0, 72.7, 29.3 1, 30, oneR, 5, oner, N, 4381, 1583, 161, 119, 72.1, 7.0, 3.5, 42.5, 34.2 1, 30, oneR, 5, oner, Y, 119, 161, 1583, 4381, 72.1, 96.5, 93.0, 73.5, 34.2 1, 30, oneR, 5, adtree, N, 4296, 1424, 246, 278, 73.3, 16.3, 5.4, 53.1, 40.7 1, 30, oneR, 5, adtree, Y, 278, 246, 1424, 4296, 73.3, 94.6, 83.7, 75.1, 40.7 1, 30, oneR, 5, bnet, N, 4250, 1448, 292, 254, 72.1, 14.9, 6.4, 46.5, 39.7 1, 30, oneR, 5, bnet, Y, 254, 292, 1448, 4250, 72.1, 93.6, 85.1, 74.6, 39.7 1, 30, oneR, 5, rbfnet, N, 4240, 1441, 302, 261, 72.1, 15.3, 6.6, 46.4, 39.9 1, 30, oneR, 5, rbfnet, Y, 261, 302, 1441, 4240, 72.1, 93.4, 84.7, 74.6, 39.9 1, 35, cfs, 1, nb, N, 2323, 1417, 509, 994, 63.3, 41.2, 18.0, 66.1, 56.5 1, 35, cfs, 1, nb, Y, 994, 509, 1417, 2323, 63.3, 82.0, 58.8, 62.1, 56.5 1, 35, cfs, 1, j48, N, 1973, 1159, 859, 1252, 61.5, 51.9, 30.3, 59.3, 59.8 1, 35, cfs, 1, j48, Y, 1252, 859, 1159, 1973, 61.5, 69.7, 48.1, 63.0, 59.8 1, 35, cfs, 1, zeror, N, 2832, 2411, 0, 0, 54.0, 0.0, 0.0, 0.0, 29.3 1, 35, cfs, 1, zeror, Y, 0, 0, 2411, 2832, 54.0, 100.0, 100.0, 54.0, 29.3 1, 35, cfs, 1, oner, N, 1701, 818, 1131, 1593, 62.8, 66.1, 39.9, 58.5, 62.9 1, 35, cfs, 1, oner, Y, 1593, 1131, 818, 1701, 62.8, 60.1, 33.9, 67.5, 62.9 1, 35, cfs, 1, adtree, N, 2080, 932, 752, 1479, 67.9, 61.3, 26.6, 66.3, 66.8 1, 35, cfs, 1, adtree, Y, 1479, 752, 932, 2080, 67.9, 73.4, 38.7, 69.1, 66.8 1, 35, cfs, 1, bnet, N, 2131, 1040, 701, 1371, 66.8, 56.9, 24.8, 66.2, 64.8 1, 35, cfs, 1, bnet, Y, 1371, 701, 1040, 2131, 66.8, 75.2, 43.1, 67.2, 64.8 1, 35, cfs, 1, rbfnet, N, 2229, 1442, 603, 969, 61.0, 40.2, 21.3, 61.6, 55.1 1, 35, cfs, 1, rbfnet, Y, 969, 603, 1442, 2229, 61.0, 78.7, 59.8, 60.7, 55.1 1, 35, cfs, 2, nb, N, 2902, 1478, 669, 933, 64.1, 38.7, 18.7, 58.2, 54.7 1, 35, cfs, 2, nb, Y, 933, 669, 1478, 2902, 64.1, 81.3, 61.3, 66.3, 54.7 1, 35, cfs, 2, j48, N, 2911, 1579, 660, 832, 62.6, 34.5, 18.5, 55.8, 51.9 1, 35, cfs, 2, j48, Y, 832, 660, 1579, 2911, 62.6, 81.5, 65.5, 64.8, 51.9 1, 35, cfs, 2, zeror, N, 3571, 2411, 0, 0, 59.7, 0.0, 0.0, 0.0, 29.3 1, 35, cfs, 2, zeror, Y, 0, 0, 2411, 3571, 59.7, 100.0, 100.0, 59.7, 29.3 1, 35, cfs, 2, oner, N, 2315, 1054, 1256, 1357, 61.4, 56.3, 35.2, 51.9, 60.3 1, 35, cfs, 2, oner, Y, 1357, 1256, 1054, 2315, 61.4, 64.8, 43.7, 68.7, 60.3 1, 35, cfs, 2, adtree, N, 2878, 1220, 693, 1191, 68.0, 49.4, 19.4, 63.2, 61.7 1, 35, cfs, 2, adtree, Y, 1191, 693, 1220, 2878, 68.0, 80.6, 50.6, 70.2, 61.7 1, 35, cfs, 2, bnet, N, 2854, 1301, 717, 1110, 66.3, 46.0, 20.1, 60.8, 59.3 1, 35, cfs, 2, bnet, Y, 1110, 717, 1301, 2854, 66.3, 79.9, 54.0, 68.7, 59.3 1, 35, cfs, 2, rbfnet, N, 2936, 1648, 635, 763, 61.8, 31.6, 17.8, 54.6, 50.1 1, 35, cfs, 2, rbfnet, Y, 763, 635, 1648, 2936, 61.8, 82.2, 68.4, 64.0, 50.1 1, 35, cfs, 3, nb, N, 3969, 1384, 845, 545, 66.9, 28.3, 17.6, 39.2, 47.8 1, 35, cfs, 3, nb, Y, 545, 845, 1384, 3969, 66.9, 82.4, 71.7, 74.1, 47.8 1, 35, cfs, 3, j48, N, 4380, 1545, 434, 384, 70.7, 19.9, 9.0, 46.9, 43.0 1, 35, cfs, 3, j48, Y, 384, 434, 1545, 4380, 70.7, 91.0, 80.1, 73.9, 43.0 1, 35, cfs, 3, zeror, N, 4814, 1929, 0, 0, 71.4, 0.0, 0.0, 0.0, 29.3 1, 35, cfs, 3, zeror, Y, 0, 0, 1929, 4814, 71.4, 100.0, 100.0, 71.4, 29.3 1, 35, cfs, 3, oner, N, 4684, 1812, 130, 117, 71.2, 6.1, 2.7, 47.4, 33.6 1, 35, cfs, 3, oner, Y, 117, 130, 1812, 4684, 71.2, 97.3, 93.9, 72.1, 33.6 1, 35, cfs, 3, adtree, N, 4736, 1780, 78, 149, 72.4, 7.7, 1.6, 65.6, 34.7 1, 35, cfs, 3, adtree, Y, 149, 78, 1780, 4736, 72.4, 98.4, 92.3, 72.7, 34.7 1, 35, cfs, 3, bnet, N, 4540, 1601, 274, 328, 72.2, 17.0, 5.7, 54.5, 41.2 1, 35, cfs, 3, bnet, Y, 328, 274, 1601, 4540, 72.2, 94.3, 83.0, 73.9, 41.2 1, 35, cfs, 3, rbfnet, N, 4730, 1859, 84, 70, 71.2, 3.6, 1.7, 45.5, 31.8 1, 35, cfs, 3, rbfnet, Y, 70, 84, 1859, 4730, 71.2, 98.3, 96.4, 71.8, 31.8 1, 35, cfs, 4, nb, N, 4005, 1396, 818, 523, 67.2, 27.3, 17.0, 39.0, 47.2 1, 35, cfs, 4, nb, Y, 523, 818, 1396, 4005, 67.2, 83.0, 72.7, 74.2, 47.2 1, 35, cfs, 4, j48, N, 4449, 1609, 374, 310, 70.6, 16.2, 7.8, 45.3, 40.5 1, 35, cfs, 4, j48, Y, 310, 374, 1609, 4449, 70.6, 92.2, 83.8, 73.4, 40.5 1, 35, cfs, 4, zeror, N, 4823, 1919, 0, 0, 71.5, 0.0, 0.0, 0.0, 29.3 1, 35, cfs, 4, zeror, Y, 0, 0, 1919, 4823, 71.5, 100.0, 100.0, 71.5, 29.3 1, 35, cfs, 4, oner, N, 4655, 1782, 168, 137, 71.1, 7.1, 3.5, 44.9, 34.3 1, 35, cfs, 4, oner, Y, 137, 168, 1782, 4655, 71.1, 96.5, 92.9, 72.3, 34.3 1, 35, cfs, 4, adtree, N, 4645, 1690, 178, 229, 72.3, 11.9, 3.7, 56.3, 37.7 1, 35, cfs, 4, adtree, Y, 229, 178, 1690, 4645, 72.3, 96.3, 88.1, 73.3, 37.7 1, 35, cfs, 4, bnet, N, 4484, 1593, 339, 326, 71.3, 17.0, 7.0, 49.0, 41.1 1, 35, cfs, 4, bnet, Y, 326, 339, 1593, 4484, 71.3, 93.0, 83.0, 73.8, 41.1 1, 35, cfs, 4, rbfnet, N, 4823, 1919, 0, 0, 71.5, 0.0, 0.0, 0.0, 29.3 1, 35, cfs, 4, rbfnet, Y, 0, 0, 1919, 4823, 71.5, 100.0, 100.0, 71.5, 29.3 1, 35, cfs, 5, nb, N, 3570, 1183, 873, 607, 67.0, 33.9, 19.6, 41.0, 51.2 1, 35, cfs, 5, nb, Y, 607, 873, 1183, 3570, 67.0, 80.4, 66.1, 75.1, 51.2 1, 35, cfs, 5, j48, N, 4101, 1515, 342, 275, 70.2, 15.4, 7.7, 44.6, 39.9 1, 35, cfs, 5, j48, Y, 275, 342, 1515, 4101, 70.2, 92.3, 84.6, 73.0, 39.9 1, 35, cfs, 5, zeror, N, 4443, 1790, 0, 0, 71.3, 0.0, 0.0, 0.0, 29.3 1, 35, cfs, 5, zeror, Y, 0, 0, 1790, 4443, 71.3, 100.0, 100.0, 71.3, 29.3 1, 35, cfs, 5, oner, N, 4310, 1662, 133, 128, 71.2, 7.2, 3.0, 49.0, 34.3 1, 35, cfs, 5, oner, Y, 128, 133, 1662, 4310, 71.2, 97.0, 92.8, 72.2, 34.3 1, 35, cfs, 5, adtree, N, 4364, 1647, 79, 143, 72.3, 8.0, 1.8, 64.4, 34.9 1, 35, cfs, 5, adtree, Y, 143, 79, 1647, 4364, 72.3, 98.2, 92.0, 72.6, 34.9 1, 35, cfs, 5, bnet, N, 4159, 1481, 284, 309, 71.7, 17.3, 6.4, 52.1, 41.3 1, 35, cfs, 5, bnet, Y, 309, 284, 1481, 4159, 71.7, 93.6, 82.7, 73.7, 41.3 1, 35, cfs, 5, rbfnet, N, 4443, 1790, 0, 0, 71.3, 0.0, 0.0, 0.0, 29.3 1, 35, cfs, 5, rbfnet, Y, 0, 0, 1790, 4443, 71.3, 100.0, 100.0, 71.3, 29.3 1, 35, infogain, 1, nb, N, 2369, 1301, 549, 1024, 64.7, 44.0, 18.8, 65.1, 58.3 1, 35, infogain, 1, nb, Y, 1024, 549, 1301, 2369, 64.7, 81.2, 56.0, 64.6, 58.3 1, 35, infogain, 1, j48, N, 2271, 1322, 647, 1003, 62.4, 43.1, 22.2, 60.8, 56.8 1, 35, infogain, 1, j48, Y, 1003, 647, 1322, 2271, 62.4, 77.8, 56.9, 63.2, 56.8 1, 35, infogain, 1, zeror, N, 2918, 2325, 0, 0, 55.7, 0.0, 0.0, 0.0, 29.3 1, 35, infogain, 1, zeror, Y, 0, 0, 2325, 2918, 55.7, 100.0, 100.0, 55.7, 29.3 1, 35, infogain, 1, oner, N, 1687, 876, 1231, 1449, 59.8, 62.3, 42.2, 54.1, 60.0 1, 35, infogain, 1, oner, Y, 1449, 1231, 876, 1687, 59.8, 57.8, 37.7, 65.8, 60.0 1, 35, infogain, 1, adtree, N, 2184, 954, 734, 1371, 67.8, 59.0, 25.2, 65.1, 66.0 1, 35, infogain, 1, adtree, Y, 1371, 734, 954, 2184, 67.8, 74.8, 41.0, 69.6, 66.0 1, 35, infogain, 1, bnet, N, 2254, 1116, 664, 1209, 66.0, 52.0, 22.8, 64.5, 62.4 1, 35, infogain, 1, bnet, Y, 1209, 664, 1116, 2254, 66.0, 77.2, 48.0, 66.9, 62.4 1, 35, infogain, 1, rbfnet, N, 2613, 1833, 305, 492, 59.2, 21.2, 10.5, 61.7, 43.8 1, 35, infogain, 1, rbfnet, Y, 492, 305, 1833, 2613, 59.2, 89.5, 78.8, 58.8, 43.8 1, 35, infogain, 4, nb, N, 3952, 1221, 836, 733, 69.5, 37.5, 17.5, 46.7, 54.1 1, 35, infogain, 4, nb, Y, 733, 836, 1221, 3952, 69.5, 82.5, 62.5, 76.4, 54.1 1, 35, infogain, 4, j48, N, 4788, 1954, 0, 0, 71.0, 0.0, 0.0, 0.0, 29.3 1, 35, infogain, 4, j48, Y, 0, 0, 1954, 4788, 71.0, 100.0, 100.0, 71.0, 29.3 1, 35, infogain, 4, zeror, N, 4788, 1954, 0, 0, 71.0, 0.0, 0.0, 0.0, 29.3 1, 35, infogain, 4, zeror, Y, 0, 0, 1954, 4788, 71.0, 100.0, 100.0, 71.0, 29.3 1, 35, infogain, 4, oner, N, 4664, 1839, 124, 115, 70.9, 5.9, 2.6, 48.1, 33.4 1, 35, infogain, 4, oner, Y, 115, 124, 1839, 4664, 70.9, 97.4, 94.1, 71.7, 33.4 1, 35, infogain, 4, adtree, N, 4480, 1586, 308, 368, 71.9, 18.8, 6.4, 54.4, 42.4 1, 35, infogain, 4, adtree, Y, 368, 308, 1586, 4480, 71.9, 93.6, 81.2, 73.9, 42.4 1, 35, infogain, 4, bnet, N, 4376, 1493, 412, 461, 71.7, 23.6, 8.6, 52.8, 45.6 1, 35, infogain, 4, bnet, Y, 461, 412, 1493, 4376, 71.7, 91.4, 76.4, 74.6, 45.6 1, 35, infogain, 4, rbfnet, N, 4318, 1504, 470, 450, 70.7, 23.0, 9.8, 48.9, 45.1 1, 35, infogain, 4, rbfnet, Y, 450, 470, 1504, 4318, 70.7, 90.2, 77.0, 74.2, 45.1 1, 35, infogain, 5, nb, N, 3770, 1203, 647, 601, 70.3, 33.3, 14.6, 48.2, 51.7 1, 35, infogain, 5, nb, Y, 601, 647, 1203, 3770, 70.3, 85.4, 66.7, 75.8, 51.7 1, 35, infogain, 5, j48, N, 4417, 1804, 0, 0, 71.0, 0.0, 0.0, 0.0, 29.3 1, 35, infogain, 5, j48, Y, 0, 0, 1804, 4417, 71.0, 100.0, 100.0, 71.0, 29.3 1, 35, infogain, 5, zeror, N, 4417, 1804, 0, 0, 71.0, 0.0, 0.0, 0.0, 29.3 1, 35, infogain, 5, zeror, Y, 0, 0, 1804, 4417, 71.0, 100.0, 100.0, 71.0, 29.3 1, 35, infogain, 5, oner, N, 4265, 1687, 152, 117, 70.4, 6.5, 3.4, 43.5, 33.8 1, 35, infogain, 5, oner, Y, 117, 152, 1687, 4265, 70.4, 96.6, 93.5, 71.7, 33.8 1, 35, infogain, 5, adtree, N, 4146, 1440, 271, 364, 72.5, 20.2, 6.1, 57.3, 43.4 1, 35, infogain, 5, adtree, Y, 364, 271, 1440, 4146, 72.5, 93.9, 79.8, 74.2, 43.4 1, 35, infogain, 5, bnet, N, 3989, 1335, 428, 469, 71.7, 26.0, 9.7, 52.3, 47.2 1, 35, infogain, 5, bnet, Y, 469, 428, 1335, 3989, 71.7, 90.3, 74.0, 74.9, 47.2 1, 35, infogain, 5, rbfnet, N, 4002, 1412, 415, 392, 70.6, 21.7, 9.4, 48.6, 44.3 1, 35, infogain, 5, rbfnet, Y, 392, 415, 1412, 4002, 70.6, 90.6, 78.3, 73.9, 44.3 1, 35, chisquared, 1, nb, N, 2331, 1372, 545, 995, 63.4, 42.0, 18.9, 64.6, 56.9 1, 35, chisquared, 1, nb, Y, 995, 545, 1372, 2331, 63.4, 81.1, 58.0, 62.9, 56.9 1, 35, chisquared, 1, j48, N, 2083, 1215, 793, 1152, 61.7, 48.7, 27.6, 59.2, 58.8 1, 35, chisquared, 1, j48, Y, 1152, 793, 1215, 2083, 61.7, 72.4, 51.3, 63.2, 58.8 1, 35, chisquared, 1, zeror, N, 2876, 2367, 0, 0, 54.9, 0.0, 0.0, 0.0, 29.3 1, 35, chisquared, 1, zeror, Y, 0, 0, 2367, 2876, 54.9, 100.0, 100.0, 54.9, 29.3 1, 35, chisquared, 1, oner, N, 1705, 863, 1171, 1504, 61.2, 63.5, 40.7, 56.2, 61.4 1, 35, chisquared, 1, oner, Y, 1504, 1171, 863, 1705, 61.2, 59.3, 36.5, 66.4, 61.4 1, 35, chisquared, 1, adtree, N, 2176, 1005, 700, 1362, 67.5, 57.5, 24.3, 66.1, 65.4 1, 35, chisquared, 1, adtree, Y, 1362, 700, 1005, 2176, 67.5, 75.7, 42.5, 68.4, 65.4 1, 35, chisquared, 1, bnet, N, 2235, 1157, 641, 1210, 65.7, 51.1, 22.3, 65.4, 62.0 1, 35, chisquared, 1, bnet, Y, 1210, 641, 1157, 2235, 65.7, 77.7, 48.9, 65.9, 62.0 1, 35, chisquared, 1, rbfnet, N, 2090, 1297, 786, 1070, 60.3, 45.2, 27.3, 57.7, 56.7 1, 35, chisquared, 1, rbfnet, Y, 1070, 786, 1297, 2090, 60.3, 72.7, 54.8, 61.7, 56.7 1, 35, chisquared, 2, nb, N, 2218, 1207, 691, 1127, 63.8, 48.3, 23.8, 62.0, 59.8 1, 35, chisquared, 2, nb, Y, 1127, 691, 1207, 2218, 63.8, 76.2, 51.7, 64.8, 59.8 1, 35, chisquared, 2, j48, N, 1882, 990, 1027, 1344, 61.5, 57.6, 35.3, 56.7, 61.0 1, 35, chisquared, 2, j48, Y, 1344, 1027, 990, 1882, 61.5, 64.7, 42.4, 65.5, 61.0 1, 35, chisquared, 2, zeror, N, 2909, 2334, 0, 0, 55.5, 0.0, 0.0, 0.0, 29.3 1, 35, chisquared, 2, zeror, Y, 0, 0, 2334, 2909, 55.5, 100.0, 100.0, 55.5, 29.3 1, 35, chisquared, 2, oner, N, 1697, 894, 1212, 1440, 59.8, 61.7, 41.7, 54.3, 60.0 1, 35, chisquared, 2, oner, Y, 1440, 1212, 894, 1697, 59.8, 58.3, 38.3, 65.5, 60.0 1, 35, chisquared, 2, adtree, N, 2187, 968, 722, 1366, 67.8, 58.5, 24.8, 65.4, 65.8 1, 35, chisquared, 2, adtree, Y, 1366, 722, 968, 2187, 67.8, 75.2, 41.5, 69.3, 65.8 1, 35, chisquared, 2, bnet, N, 2226, 1070, 683, 1264, 66.6, 54.2, 23.5, 64.9, 63.6 1, 35, chisquared, 2, bnet, Y, 1264, 683, 1070, 2226, 66.6, 76.5, 45.8, 67.5, 63.6 1, 35, chisquared, 2, rbfnet, N, 2054, 1144, 855, 1190, 61.9, 51.0, 29.4, 58.2, 59.6 1, 35, chisquared, 2, rbfnet, Y, 1190, 855, 1144, 2054, 61.9, 70.6, 49.0, 64.2, 59.6 1, 35, chisquared, 3, nb, N, 2842, 1250, 853, 1038, 64.9, 45.4, 23.1, 54.9, 58.1 1, 35, chisquared, 3, nb, Y, 1038, 853, 1250, 2842, 64.9, 76.9, 54.6, 69.5, 58.1 1, 35, chisquared, 3, j48, N, 2969, 1472, 726, 816, 63.3, 35.7, 19.6, 52.9, 52.4 1, 35, chisquared, 3, j48, Y, 816, 726, 1472, 2969, 63.3, 80.4, 64.3, 66.9, 52.4 1, 35, chisquared, 3, zeror, N, 3695, 2288, 0, 0, 61.8, 0.0, 0.0, 0.0, 29.3 1, 35, chisquared, 3, zeror, Y, 0, 0, 2288, 3695, 61.8, 100.0, 100.0, 61.8, 29.3 1, 35, chisquared, 3, oner, N, 2398, 992, 1297, 1296, 61.7, 56.6, 35.1, 50.0, 60.6 1, 35, chisquared, 3, oner, Y, 1296, 1297, 992, 2398, 61.7, 64.9, 43.4, 70.7, 60.6 1, 35, chisquared, 3, adtree, N, 2916, 1128, 779, 1160, 68.1, 50.7, 21.1, 59.8, 62.1 1, 35, chisquared, 3, adtree, Y, 1160, 779, 1128, 2916, 68.1, 78.9, 49.3, 72.1, 62.1 1, 35, chisquared, 3, bnet, N, 3084, 1399, 611, 889, 66.4, 38.9, 16.5, 59.3, 55.2 1, 35, chisquared, 3, bnet, Y, 889, 611, 1399, 3084, 66.4, 83.5, 61.1, 68.8, 55.2 1, 35, chisquared, 3, rbfnet, N, 2737, 1317, 958, 971, 62.0, 42.4, 25.9, 50.3, 55.4 1, 35, chisquared, 3, rbfnet, Y, 971, 958, 1317, 2737, 62.0, 74.1, 57.6, 67.5, 55.4 1, 35, chisquared, 4, nb, N, 3981, 1257, 851, 653, 68.7, 34.2, 17.6, 43.4, 51.8 1, 35, chisquared, 4, nb, Y, 653, 851, 1257, 3981, 68.7, 82.4, 65.8, 76.0, 51.8 1, 35, chisquared, 4, j48, N, 4832, 1910, 0, 0, 71.7, 0.0, 0.0, 0.0, 29.3 1, 35, chisquared, 4, j48, Y, 0, 0, 1910, 4832, 71.7, 100.0, 100.0, 71.7, 29.3 1, 35, chisquared, 4, zeror, N, 4832, 1910, 0, 0, 71.7, 0.0, 0.0, 0.0, 29.3 1, 35, chisquared, 4, zeror, Y, 0, 0, 1910, 4832, 71.7, 100.0, 100.0, 71.7, 29.3 1, 35, chisquared, 4, oner, N, 4673, 1782, 159, 128, 71.2, 6.7, 3.3, 44.6, 34.0 1, 35, chisquared, 4, oner, Y, 128, 159, 1782, 4673, 71.2, 96.7, 93.3, 72.4, 34.0 1, 35, chisquared, 4, adtree, N, 4589, 1599, 243, 311, 72.7, 16.3, 5.0, 56.1, 40.7 1, 35, chisquared, 4, adtree, Y, 311, 243, 1599, 4589, 72.7, 95.0, 83.7, 74.2, 40.7 1, 35, chisquared, 4, bnet, N, 4516, 1634, 316, 276, 71.1, 14.5, 6.5, 46.6, 39.3 1, 35, chisquared, 4, bnet, Y, 276, 316, 1634, 4516, 71.1, 93.5, 85.5, 73.4, 39.3 1, 35, chisquared, 4, rbfnet, N, 4832, 1910, 0, 0, 71.7, 0.0, 0.0, 0.0, 29.3 1, 35, chisquared, 4, rbfnet, Y, 0, 0, 1910, 4832, 71.7, 100.0, 100.0, 71.7, 29.3 1, 35, chisquared, 5, nb, N, 3473, 1099, 936, 742, 67.4, 40.3, 21.2, 44.2, 55.2 1, 35, chisquared, 5, nb, Y, 742, 936, 1099, 3473, 67.4, 78.8, 59.7, 76.0, 55.2 1, 35, chisquared, 5, j48, N, 4409, 1841, 0, 0, 70.5, 0.0, 0.0, 0.0, 29.3 1, 35, chisquared, 5, j48, Y, 0, 0, 1841, 4409, 70.5, 100.0, 100.0, 70.5, 29.3 1, 35, chisquared, 5, zeror, N, 4409, 1841, 0, 0, 70.5, 0.0, 0.0, 0.0, 29.3 1, 35, chisquared, 5, zeror, Y, 0, 0, 1841, 4409, 70.5, 100.0, 100.0, 70.5, 29.3 1, 35, chisquared, 5, oner, N, 4309, 1734, 100, 107, 70.7, 5.8, 2.3, 51.7, 33.4 1, 35, chisquared, 5, oner, Y, 107, 100, 1734, 4309, 70.7, 97.7, 94.2, 71.3, 33.4 1, 35, chisquared, 5, adtree, N, 4203, 1499, 206, 342, 72.7, 18.6, 4.7, 62.4, 42.3 1, 35, chisquared, 5, adtree, Y, 342, 206, 1499, 4203, 72.7, 95.3, 81.4, 73.7, 42.3 1, 35, chisquared, 5, bnet, N, 4154, 1583, 255, 258, 70.6, 14.0, 5.8, 50.3, 39.1 1, 35, chisquared, 5, bnet, Y, 258, 255, 1583, 4154, 70.6, 94.2, 86.0, 72.4, 39.1 1, 35, chisquared, 5, rbfnet, N, 4034, 1459, 375, 382, 70.7, 20.7, 8.5, 50.5, 43.6 1, 35, chisquared, 5, rbfnet, Y, 382, 375, 1459, 4034, 70.7, 91.5, 79.3, 73.4, 43.6 1, 35, oneR, 1, nb, N, 2346, 1300, 521, 1076, 65.3, 45.3, 18.2, 67.4, 59.2 1, 35, oneR, 1, nb, Y, 1076, 521, 1300, 2346, 65.3, 81.8, 54.7, 64.3, 59.2 1, 35, oneR, 1, j48, N, 1820, 967, 1047, 1409, 61.6, 59.3, 36.5, 57.4, 61.3 1, 35, oneR, 1, j48, Y, 1409, 1047, 967, 1820, 61.6, 63.5, 40.7, 65.3, 61.3 1, 35, oneR, 1, zeror, N, 2867, 2376, 0, 0, 54.7, 0.0, 0.0, 0.0, 29.3 1, 35, oneR, 1, zeror, Y, 0, 0, 2376, 2867, 54.7, 100.0, 100.0, 54.7, 29.3 1, 35, oneR, 1, oner, N, 1671, 867, 1196, 1509, 60.7, 63.5, 41.7, 55.8, 60.8 1, 35, oneR, 1, oner, Y, 1509, 1196, 867, 1671, 60.7, 58.3, 36.5, 65.8, 60.8 1, 35, oneR, 1, adtree, N, 2178, 992, 689, 1384, 67.9, 58.2, 24.0, 66.8, 65.9 1, 35, oneR, 1, adtree, Y, 1384, 689, 992, 2178, 67.9, 76.0, 41.8, 68.7, 65.9 1, 35, oneR, 1, bnet, N, 2062, 868, 805, 1508, 68.1, 63.5, 28.1, 65.2, 67.4 1, 35, oneR, 1, bnet, Y, 1508, 805, 868, 2062, 68.1, 71.9, 36.5, 70.4, 67.4 1, 35, oneR, 1, rbfnet, N, 2039, 1026, 828, 1350, 64.6, 56.8, 28.9, 62.0, 63.3 1, 35, oneR, 1, rbfnet, Y, 1350, 828, 1026, 2039, 64.6, 71.1, 43.2, 66.5, 63.3 1, 35, oneR, 2, nb, N, 2133, 1249, 685, 1176, 63.1, 48.5, 24.3, 63.2, 59.7 1, 35, oneR, 2, nb, Y, 1176, 685, 1249, 2133, 63.1, 75.7, 51.5, 63.1, 59.7 1, 35, oneR, 2, j48, N, 2151, 1406, 667, 1019, 60.5, 42.0, 23.7, 60.4, 55.7 1, 35, oneR, 2, j48, Y, 1019, 667, 1406, 2151, 60.5, 76.3, 58.0, 60.5, 55.7 1, 35, oneR, 2, zeror, N, 2818, 2425, 0, 0, 53.7, 0.0, 0.0, 0.0, 29.3 1, 35, oneR, 2, zeror, Y, 0, 0, 2425, 2818, 53.7, 100.0, 100.0, 53.7, 29.3 1, 35, oneR, 2, oner, N, 1620, 908, 1198, 1517, 59.8, 62.6, 42.5, 55.9, 59.9 1, 35, oneR, 2, oner, Y, 1517, 1198, 908, 1620, 59.8, 57.5, 37.4, 64.1, 59.9 1, 35, oneR, 2, adtree, N, 2057, 963, 761, 1462, 67.1, 60.3, 27.0, 65.8, 66.0 1, 35, oneR, 2, adtree, Y, 1462, 761, 963, 2057, 67.1, 73.0, 39.7, 68.1, 66.0 1, 35, oneR, 2, bnet, N, 1994, 915, 824, 1510, 66.8, 62.3, 29.2, 64.7, 66.2 1, 35, oneR, 2, bnet, Y, 1510, 824, 915, 1994, 66.8, 70.8, 37.7, 68.5, 66.2 1, 35, oneR, 2, rbfnet, N, 2030, 1034, 788, 1391, 65.2, 57.4, 28.0, 63.8, 63.9 1, 35, oneR, 2, rbfnet, Y, 1391, 788, 1034, 2030, 65.2, 72.0, 42.6, 66.3, 63.9 1, 35, oneR, 4, nb, N, 3874, 1265, 895, 708, 68.0, 35.9, 18.8, 44.2, 52.8 1, 35, oneR, 4, nb, Y, 708, 895, 1265, 3874, 68.0, 81.2, 64.1, 75.4, 52.8 1, 35, oneR, 4, j48, N, 4769, 1973, 0, 0, 70.7, 0.0, 0.0, 0.0, 29.3 1, 35, oneR, 4, j48, Y, 0, 0, 1973, 4769, 70.7, 100.0, 100.0, 70.7, 29.3 1, 35, oneR, 4, zeror, N, 4769, 1973, 0, 0, 70.7, 0.0, 0.0, 0.0, 29.3 1, 35, oneR, 4, zeror, Y, 0, 0, 1973, 4769, 70.7, 100.0, 100.0, 70.7, 29.3 1, 35, oneR, 4, oner, N, 4622, 1863, 147, 110, 70.2, 5.6, 3.1, 42.8, 33.2 1, 35, oneR, 4, oner, Y, 110, 147, 1863, 4622, 70.2, 96.9, 94.4, 71.3, 33.2 1, 35, oneR, 4, adtree, N, 4487, 1649, 282, 324, 71.4, 16.4, 5.9, 53.5, 40.8 1, 35, oneR, 4, adtree, Y, 324, 282, 1649, 4487, 71.4, 94.1, 83.6, 73.1, 40.8 1, 35, oneR, 4, bnet, N, 4481, 1667, 288, 306, 71.0, 15.5, 6.0, 51.5, 40.1 1, 35, oneR, 4, bnet, Y, 306, 288, 1667, 4481, 71.0, 94.0, 84.5, 72.9, 40.1 1, 35, oneR, 4, rbfnet, N, 4396, 1686, 373, 287, 69.5, 14.5, 7.8, 43.5, 39.3 1, 35, oneR, 4, rbfnet, Y, 287, 373, 1686, 4396, 69.5, 92.2, 85.5, 72.3, 39.3 1, 35, oneR, 5, nb, N, 3509, 992, 973, 722, 68.3, 42.1, 21.7, 42.6, 56.3 1, 35, oneR, 5, nb, Y, 722, 973, 992, 3509, 68.3, 78.3, 57.9, 78.0, 56.3 1, 35, oneR, 5, j48, N, 4482, 1714, 0, 0, 72.3, 0.0, 0.0, 0.0, 29.3 1, 35, oneR, 5, j48, Y, 0, 0, 1714, 4482, 72.3, 100.0, 100.0, 72.3, 29.3 1, 35, oneR, 5, zeror, N, 4482, 1714, 0, 0, 72.3, 0.0, 0.0, 0.0, 29.3 1, 35, oneR, 5, zeror, Y, 0, 0, 1714, 4482, 72.3, 100.0, 100.0, 72.3, 29.3 1, 35, oneR, 5, oner, N, 4325, 1594, 157, 120, 71.7, 7.0, 3.5, 43.3, 34.2 1, 35, oneR, 5, oner, Y, 120, 157, 1594, 4325, 71.7, 96.5, 93.0, 73.1, 34.2 1, 35, oneR, 5, adtree, N, 4108, 1285, 374, 429, 73.2, 25.0, 8.3, 53.4, 46.7 1, 35, oneR, 5, adtree, Y, 429, 374, 1285, 4108, 73.2, 91.7, 75.0, 76.2, 46.7 1, 35, oneR, 5, bnet, N, 4204, 1415, 278, 299, 72.7, 17.4, 6.2, 51.8, 41.5 1, 35, oneR, 5, bnet, Y, 299, 278, 1415, 4204, 72.7, 93.8, 82.6, 74.8, 41.5 1, 35, oneR, 5, rbfnet, N, 4330, 1560, 152, 154, 72.4, 9.0, 3.4, 50.3, 35.6 1, 35, oneR, 5, rbfnet, Y, 154, 152, 1560, 4330, 72.4, 96.6, 91.0, 73.5, 35.6 1, 40, cfs, 1, nb, N, 2404, 1362, 529, 948, 63.9, 41.0, 18.0, 64.2, 56.4 1, 40, cfs, 1, nb, Y, 948, 529, 1362, 2404, 63.9, 82.0, 59.0, 63.8, 56.4 1, 40, cfs, 1, j48, N, 2259, 1363, 674, 947, 61.1, 41.0, 23.0, 58.4, 55.2 1, 40, cfs, 1, j48, Y, 947, 674, 1363, 2259, 61.1, 77.0, 59.0, 62.4, 55.2 1, 40, cfs, 1, zeror, N, 2933, 2310, 0, 0, 55.9, 0.0, 0.0, 0.0, 29.3 1, 40, cfs, 1, zeror, Y, 0, 0, 2310, 2933, 55.9, 100.0, 100.0, 55.9, 29.3 1, 40, cfs, 1, oner, N, 1750, 882, 1183, 1428, 60.6, 61.8, 40.3, 54.7, 60.7 1, 40, cfs, 1, oner, Y, 1428, 1183, 882, 1750, 60.6, 59.7, 38.2, 66.5, 60.7 1, 40, cfs, 1, adtree, N, 2002, 756, 931, 1554, 67.8, 67.3, 31.7, 62.5, 67.8 1, 40, cfs, 1, adtree, Y, 1554, 931, 756, 2002, 67.8, 68.3, 32.7, 72.6, 67.8 1, 40, cfs, 1, bnet, N, 2179, 969, 754, 1341, 67.1, 58.1, 25.7, 64.0, 65.2 1, 40, cfs, 1, bnet, Y, 1341, 754, 969, 2179, 67.1, 74.3, 41.9, 69.2, 65.2 1, 40, cfs, 1, rbfnet, N, 2212, 1204, 721, 1106, 63.3, 47.9, 24.6, 60.5, 59.3 1, 40, cfs, 1, rbfnet, Y, 1106, 721, 1204, 2212, 63.3, 75.4, 52.1, 64.8, 59.3 1, 40, cfs, 2, nb, N, 2343, 1451, 520, 929, 62.4, 39.0, 18.2, 64.1, 55.0 1, 40, cfs, 2, nb, Y, 929, 520, 1451, 2343, 62.4, 81.8, 61.0, 61.8, 55.0 1, 40, cfs, 2, j48, N, 2097, 1302, 766, 1078, 60.6, 45.3, 26.8, 58.5, 56.9 1, 40, cfs, 2, j48, Y, 1078, 766, 1302, 2097, 60.6, 73.2, 54.7, 61.7, 56.9 1, 40, cfs, 2, zeror, N, 2863, 2380, 0, 0, 54.6, 0.0, 0.0, 0.0, 29.3 1, 40, cfs, 2, zeror, Y, 0, 0, 2380, 2863, 54.6, 100.0, 100.0, 54.6, 29.3 1, 40, cfs, 2, oner, N, 1735, 834, 1128, 1546, 62.6, 65.0, 39.4, 57.8, 62.7 1, 40, cfs, 2, oner, Y, 1546, 1128, 834, 1735, 62.6, 60.6, 35.0, 67.5, 62.7 1, 40, cfs, 2, adtree, N, 2091, 948, 772, 1432, 67.2, 60.2, 27.0, 65.0, 66.0 1, 40, cfs, 2, adtree, Y, 1432, 772, 948, 2091, 67.2, 73.0, 39.8, 68.8, 66.0 1, 40, cfs, 2, bnet, N, 2134, 1083, 729, 1297, 65.4, 54.5, 25.5, 64.0, 63.1 1, 40, cfs, 2, bnet, Y, 1297, 729, 1083, 2134, 65.4, 74.5, 45.5, 66.3, 63.1 1, 40, cfs, 2, rbfnet, N, 2212, 1333, 651, 1047, 62.2, 44.0, 22.7, 61.7, 57.3 1, 40, cfs, 2, rbfnet, Y, 1047, 651, 1333, 2212, 62.2, 77.3, 56.0, 62.4, 57.3 1, 40, cfs, 4, nb, N, 2947, 1436, 681, 918, 64.6, 39.0, 18.8, 57.4, 54.9 1, 40, cfs, 4, nb, Y, 918, 681, 1436, 2947, 64.6, 81.2, 61.0, 67.2, 54.9 1, 40, cfs, 4, j48, N, 2955, 1607, 673, 747, 61.9, 31.7, 18.6, 52.6, 50.0 1, 40, cfs, 4, j48, Y, 747, 673, 1607, 2955, 61.9, 81.4, 68.3, 64.8, 50.0 1, 40, cfs, 4, zeror, N, 3628, 2354, 0, 0, 60.6, 0.0, 0.0, 0.0, 29.3 1, 40, cfs, 4, zeror, Y, 0, 0, 2354, 3628, 60.6, 100.0, 100.0, 60.6, 29.3 1, 40, cfs, 4, oner, N, 2301, 1047, 1327, 1307, 60.3, 55.5, 36.6, 49.6, 59.3 1, 40, cfs, 4, oner, Y, 1307, 1327, 1047, 2301, 60.3, 63.4, 44.5, 68.7, 59.3 1, 40, cfs, 4, adtree, N, 2887, 1248, 741, 1106, 66.8, 47.0, 20.4, 59.9, 59.8 1, 40, cfs, 4, adtree, Y, 1106, 741, 1248, 2887, 66.8, 79.6, 53.0, 69.8, 59.8 1, 40, cfs, 4, bnet, N, 2862, 1215, 766, 1139, 66.9, 48.4, 21.1, 59.8, 60.6 1, 40, cfs, 4, bnet, Y, 1139, 766, 1215, 2862, 66.9, 78.9, 51.6, 70.2, 60.6 1, 40, cfs, 4, rbfnet, N, 3119, 1656, 509, 698, 63.8, 29.7, 14.0, 57.8, 49.3 1, 40, cfs, 4, rbfnet, Y, 698, 509, 1656, 3119, 63.8, 86.0, 70.3, 65.3, 49.3 1, 40, cfs, 5, nb, N, 2642, 1291, 739, 939, 63.8, 42.1, 21.9, 56.0, 56.2 1, 40, cfs, 5, nb, Y, 939, 739, 1291, 2642, 63.8, 78.1, 57.9, 67.2, 56.2 1, 40, cfs, 5, j48, N, 2776, 1534, 605, 696, 61.9, 31.2, 17.9, 53.5, 49.7 1, 40, cfs, 5, j48, Y, 696, 605, 1534, 2776, 61.9, 82.1, 68.8, 64.4, 49.7 1, 40, cfs, 5, zeror, N, 3381, 2230, 0, 0, 60.3, 0.0, 0.0, 0.0, 29.3 1, 40, cfs, 5, zeror, Y, 0, 0, 2230, 3381, 60.3, 100.0, 100.0, 60.3, 29.3 1, 40, cfs, 5, oner, N, 2167, 952, 1214, 1278, 61.4, 57.3, 35.9, 51.3, 60.6 1, 40, cfs, 5, oner, Y, 1278, 1214, 952, 2167, 61.4, 64.1, 42.7, 69.5, 60.6 1, 40, cfs, 5, adtree, N, 2828, 1272, 553, 958, 67.5, 43.0, 16.4, 63.4, 58.0 1, 40, cfs, 5, adtree, Y, 958, 553, 1272, 2828, 67.5, 83.6, 57.0, 69.0, 58.0 1, 40, cfs, 5, bnet, N, 2703, 1171, 678, 1059, 67.0, 47.5, 20.1, 61.0, 60.3 1, 40, cfs, 5, bnet, Y, 1059, 678, 1171, 2703, 67.0, 79.9, 52.5, 69.8, 60.3 1, 40, cfs, 5, rbfnet, N, 2732, 1283, 649, 947, 65.6, 42.5, 19.2, 59.3, 57.1 1, 40, cfs, 5, rbfnet, Y, 947, 649, 1283, 2732, 65.6, 80.8, 57.5, 68.0, 57.1 1, 40, infogain, 1, nb, N, 2308, 1351, 576, 1008, 63.2, 42.7, 20.0, 63.6, 57.1 1, 40, infogain, 1, nb, Y, 1008, 576, 1351, 2308, 63.2, 80.0, 57.3, 63.1, 57.1 1, 40, infogain, 1, j48, N, 2031, 1162, 853, 1197, 61.6, 50.7, 29.6, 58.4, 59.4 1, 40, infogain, 1, j48, Y, 1197, 853, 1162, 2031, 61.6, 70.4, 49.3, 63.6, 59.4 1, 40, infogain, 1, zeror, N, 2884, 2359, 0, 0, 55.0, 0.0, 0.0, 0.0, 29.3 1, 40, infogain, 1, zeror, Y, 0, 0, 2359, 2884, 55.0, 100.0, 100.0, 55.0, 29.3 1, 40, infogain, 1, oner, N, 1740, 801, 1144, 1558, 62.9, 66.0, 39.7, 57.7, 63.1 1, 40, infogain, 1, oner, Y, 1558, 1144, 801, 1740, 62.9, 60.3, 34.0, 68.5, 63.1 1, 40, infogain, 1, adtree, N, 2044, 806, 840, 1553, 68.6, 65.8, 29.1, 64.9, 68.3 1, 40, infogain, 1, adtree, Y, 1553, 840, 806, 2044, 68.6, 70.9, 34.2, 71.7, 68.3 1, 40, infogain, 1, bnet, N, 2217, 1101, 667, 1258, 66.3, 53.3, 23.1, 65.4, 63.2 1, 40, infogain, 1, bnet, Y, 1258, 667, 1101, 2217, 66.3, 76.9, 46.7, 66.8, 63.2 1, 40, infogain, 1, rbfnet, N, 2602, 1906, 282, 453, 58.3, 19.2, 9.8, 61.6, 42.5 1, 40, infogain, 1, rbfnet, Y, 453, 282, 1906, 2602, 58.3, 90.2, 80.8, 57.7, 42.5 1, 40, infogain, 2, nb, N, 2231, 1234, 696, 1082, 63.2, 46.7, 23.8, 60.9, 58.7 1, 40, infogain, 2, nb, Y, 1082, 696, 1234, 2231, 63.2, 76.2, 53.3, 64.4, 58.7 1, 40, infogain, 2, j48, N, 2079, 1180, 848, 1136, 61.3, 49.1, 29.0, 57.3, 58.6 1, 40, infogain, 2, j48, Y, 1136, 848, 1180, 2079, 61.3, 71.0, 50.9, 63.8, 58.6 1, 40, infogain, 2, zeror, N, 2927, 2316, 0, 0, 55.8, 0.0, 0.0, 0.0, 29.3 1, 40, infogain, 2, zeror, Y, 0, 0, 2316, 2927, 55.8, 100.0, 100.0, 55.8, 29.3 1, 40, infogain, 2, oner, N, 1705, 884, 1222, 1432, 59.8, 61.8, 41.7, 54.0, 60.0 1, 40, infogain, 2, oner, Y, 1432, 1222, 884, 1705, 59.8, 58.3, 38.2, 65.9, 60.0 1, 40, infogain, 2, adtree, N, 2114, 908, 813, 1408, 67.2, 60.8, 27.8, 63.4, 66.0 1, 40, infogain, 2, adtree, Y, 1408, 813, 908, 2114, 67.2, 72.2, 39.2, 70.0, 66.0 1, 40, infogain, 2, bnet, N, 2274, 1144, 653, 1172, 65.7, 50.6, 22.3, 64.2, 61.7 1, 40, infogain, 2, bnet, Y, 1172, 653, 1144, 2274, 65.7, 77.7, 49.4, 66.5, 61.7 1, 40, infogain, 2, rbfnet, N, 1952, 1067, 975, 1249, 61.1, 53.9, 33.3, 56.2, 59.8 1, 40, infogain, 2, rbfnet, Y, 1249, 975, 1067, 1952, 61.1, 66.7, 46.1, 64.7, 59.8 1, 40, infogain, 3, nb, N, 2321, 1414, 525, 983, 63.0, 41.0, 18.4, 65.2, 56.3 1, 40, infogain, 3, nb, Y, 983, 525, 1414, 2321, 63.0, 81.6, 59.0, 62.1, 56.3 1, 40, infogain, 3, j48, N, 2132, 1323, 714, 1074, 61.1, 44.8, 25.1, 60.1, 57.1 1, 40, infogain, 3, j48, Y, 1074, 714, 1323, 2132, 61.1, 74.9, 55.2, 61.7, 57.1 1, 40, infogain, 3, zeror, N, 2846, 2397, 0, 0, 54.3, 0.0, 0.0, 0.0, 29.3 1, 40, infogain, 3, zeror, Y, 0, 0, 2397, 2846, 54.3, 100.0, 100.0, 54.3, 29.3 1, 40, infogain, 3, oner, N, 1703, 924, 1143, 1473, 60.6, 61.5, 40.2, 56.3, 60.6 1, 40, infogain, 3, oner, Y, 1473, 1143, 924, 1703, 60.6, 59.8, 38.5, 64.8, 60.6 1, 40, infogain, 3, adtree, N, 2141, 1006, 705, 1391, 67.4, 58.0, 24.8, 66.4, 65.5 1, 40, infogain, 3, adtree, Y, 1391, 705, 1006, 2141, 67.4, 75.2, 42.0, 68.0, 65.5 1, 40, infogain, 3, bnet, N, 2263, 1201, 583, 1196, 66.0, 49.9, 20.5, 67.2, 61.7 1, 40, infogain, 3, bnet, Y, 1196, 583, 1201, 2263, 66.0, 79.5, 50.1, 65.3, 61.7 1, 40, infogain, 3, rbfnet, N, 2085, 1282, 761, 1115, 61.0, 46.5, 26.7, 59.4, 57.7 1, 40, infogain, 3, rbfnet, Y, 1115, 761, 1282, 2085, 61.0, 73.3, 53.5, 61.9, 57.7 1, 40, infogain, 4, nb, N, 2868, 1375, 736, 1003, 64.7, 42.2, 20.4, 57.7, 56.6 1, 40, infogain, 4, nb, Y, 1003, 736, 1375, 2868, 64.7, 79.6, 57.8, 67.6, 56.6 1, 40, infogain, 4, j48, N, 2921, 1586, 683, 792, 62.1, 33.3, 19.0, 53.7, 51.0 1, 40, infogain, 4, j48, Y, 792, 683, 1586, 2921, 62.1, 81.0, 66.7, 64.8, 51.0 1, 40, infogain, 4, zeror, N, 3604, 2378, 0, 0, 60.2, 0.0, 0.0, 0.0, 29.3 1, 40, infogain, 4, zeror, Y, 0, 0, 2378, 3604, 60.2, 100.0, 100.0, 60.2, 29.3 1, 40, infogain, 4, oner, N, 2239, 1009, 1365, 1369, 60.3, 57.6, 37.9, 50.1, 59.8 1, 40, infogain, 4, oner, Y, 1369, 1365, 1009, 2239, 60.3, 62.1, 42.4, 68.9, 59.8 1, 40, infogain, 4, adtree, N, 2840, 1154, 764, 1224, 67.9, 51.5, 21.2, 61.6, 62.6 1, 40, infogain, 4, adtree, Y, 1224, 764, 1154, 2840, 67.9, 78.8, 48.5, 71.1, 62.6 1, 40, infogain, 4, bnet, N, 2994, 1464, 610, 914, 65.3, 38.4, 16.9, 60.0, 54.9 1, 40, infogain, 4, bnet, Y, 914, 610, 1464, 2994, 65.3, 83.1, 61.6, 67.2, 54.9 1, 40, infogain, 4, rbfnet, N, 2998, 1633, 606, 745, 62.6, 31.3, 16.8, 55.1, 50.0 1, 40, infogain, 4, rbfnet, Y, 745, 606, 1633, 2998, 62.6, 83.2, 68.7, 64.7, 50.0 1, 40, infogain, 5, nb, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 1, 40, infogain, 5, nb, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 1, 40, infogain, 5, j48, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 1, 40, infogain, 5, j48, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 1, 40, infogain, 5, zeror, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 1, 40, infogain, 5, zeror, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 1, 40, infogain, 5, oner, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 1, 40, infogain, 5, oner, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 1, 40, infogain, 5, adtree, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 1, 40, infogain, 5, adtree, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 1, 40, infogain, 5, bnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 1, 40, infogain, 5, bnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 1, 40, infogain, 5, rbfnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 1, 40, infogain, 5, rbfnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 1, 40, chisquared, 1, nb, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 1, 40, chisquared, 1, nb, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 1, 40, chisquared, 1, j48, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 1, 40, chisquared, 1, j48, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 1, 40, chisquared, 1, zeror, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 1, 40, chisquared, 1, zeror, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 1, 40, chisquared, 1, oner, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 1, 40, chisquared, 1, oner, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 1, 40, chisquared, 1, adtree, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 1, 40, chisquared, 1, adtree, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 1, 40, chisquared, 1, bnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 1, 40, chisquared, 1, bnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 1, 40, chisquared, 1, rbfnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 1, 40, chisquared, 1, rbfnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 1, 40, chisquared, 2, nb, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 1, 40, chisquared, 2, nb, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 1, 40, chisquared, 2, j48, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 1, 40, chisquared, 2, j48, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 1, 40, chisquared, 2, zeror, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 1, 40, chisquared, 2, zeror, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 1, 40, chisquared, 2, oner, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 1, 40, chisquared, 2, oner, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 1, 40, chisquared, 2, adtree, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 1, 40, chisquared, 2, adtree, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 1, 40, chisquared, 2, bnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 1, 40, chisquared, 2, bnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 1, 40, chisquared, 2, rbfnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 1, 40, chisquared, 2, rbfnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 1, 40, chisquared, 4, nb, N, 2889, 1291, 765, 1037, 65.6, 44.5, 20.9, 57.5, 58.1 1, 40, chisquared, 4, nb, Y, 1037, 765, 1291, 2889, 65.6, 79.1, 55.5, 69.1, 58.1 1, 40, chisquared, 4, j48, N, 2969, 1576, 685, 752, 62.2, 32.3, 18.7, 52.3, 50.3 1, 40, chisquared, 4, j48, Y, 752, 685, 1576, 2969, 62.2, 81.3, 67.7, 65.3, 50.3 1, 40, chisquared, 4, zeror, N, 3654, 2328, 0, 0, 61.1, 0.0, 0.0, 0.0, 29.3 1, 40, chisquared, 4, zeror, Y, 0, 0, 2328, 3654, 61.1, 100.0, 100.0, 61.1, 29.3 1, 40, chisquared, 4, oner, N, 2426, 1024, 1228, 1304, 62.4, 56.0, 33.6, 51.5, 60.9 1, 40, chisquared, 4, oner, Y, 1304, 1228, 1024, 2426, 62.4, 66.4, 44.0, 70.3, 60.9 1, 40, chisquared, 4, adtree, N, 2941, 1133, 713, 1195, 69.1, 51.3, 19.5, 62.6, 62.9 1, 40, chisquared, 4, adtree, Y, 1195, 713, 1133, 2941, 69.1, 80.5, 48.7, 72.2, 62.9 1, 40, chisquared, 4, bnet, N, 3056, 1410, 598, 918, 66.4, 39.4, 16.4, 60.6, 55.6 1, 40, chisquared, 4, bnet, Y, 918, 598, 1410, 3056, 66.4, 83.6, 60.6, 68.4, 55.6 1, 40, chisquared, 4, rbfnet, N, 2828, 1361, 826, 967, 63.4, 41.5, 22.6, 53.9, 55.7 1, 40, chisquared, 4, rbfnet, Y, 967, 826, 1361, 2828, 63.4, 77.4, 58.5, 67.5, 55.7 1, 40, chisquared, 5, nb, N, 2620, 1243, 749, 960, 64.2, 43.6, 22.2, 56.2, 57.1 1, 40, chisquared, 5, nb, Y, 960, 749, 1243, 2620, 64.2, 77.8, 56.4, 67.8, 57.1 1, 40, chisquared, 5, j48, N, 2804, 1519, 565, 684, 62.6, 31.0, 16.8, 54.8, 49.8 1, 40, chisquared, 5, j48, Y, 684, 565, 1519, 2804, 62.6, 83.2, 69.0, 64.9, 49.8 1, 40, chisquared, 5, zeror, N, 3369, 2203, 0, 0, 60.5, 0.0, 0.0, 0.0, 29.3 1, 40, chisquared, 5, zeror, Y, 0, 0, 2203, 3369, 60.5, 100.0, 100.0, 60.5, 29.3 1, 40, chisquared, 5, oner, N, 2197, 950, 1172, 1253, 61.9, 56.9, 34.8, 51.7, 60.8 1, 40, chisquared, 5, oner, Y, 1253, 1172, 950, 2197, 61.9, 65.2, 43.1, 69.8, 60.8 1, 40, chisquared, 5, adtree, N, 2815, 1165, 554, 1038, 69.1, 47.1, 16.4, 65.2, 60.8 1, 40, chisquared, 5, adtree, Y, 1038, 554, 1165, 2815, 69.1, 83.6, 52.9, 70.7, 60.8 1, 40, chisquared, 5, bnet, N, 2820, 1330, 549, 873, 66.3, 39.6, 16.3, 61.4, 55.8 1, 40, chisquared, 5, bnet, Y, 873, 549, 1330, 2820, 66.3, 83.7, 60.4, 68.0, 55.8 1, 40, chisquared, 5, rbfnet, N, 2680, 1366, 689, 837, 63.1, 38.0, 20.5, 54.8, 53.8 1, 40, chisquared, 5, rbfnet, Y, 837, 689, 1366, 2680, 63.1, 79.5, 62.0, 66.2, 53.8 1, 40, oneR, 1, nb, N, 2296, 1364, 562, 1021, 63.3, 42.8, 19.7, 64.5, 57.2 1, 40, oneR, 1, nb, Y, 1021, 562, 1364, 2296, 63.3, 80.3, 57.2, 62.7, 57.2 1, 40, oneR, 1, j48, N, 1854, 1013, 1004, 1372, 61.5, 57.5, 35.1, 57.7, 61.0 1, 40, oneR, 1, j48, Y, 1372, 1004, 1013, 1854, 61.5, 64.9, 42.5, 64.7, 61.0 1, 40, oneR, 1, zeror, N, 2858, 2385, 0, 0, 54.5, 0.0, 0.0, 0.0, 29.3 1, 40, oneR, 1, zeror, Y, 0, 0, 2385, 2858, 54.5, 100.0, 100.0, 54.5, 29.3 1, 40, oneR, 1, oner, N, 1694, 822, 1164, 1563, 62.1, 65.5, 40.7, 57.3, 62.3 1, 40, oneR, 1, oner, Y, 1563, 1164, 822, 1694, 62.1, 59.3, 34.5, 67.3, 62.3 1, 40, oneR, 1, adtree, N, 2188, 1029, 670, 1356, 67.6, 56.9, 23.4, 66.9, 65.3 1, 40, oneR, 1, adtree, Y, 1356, 670, 1029, 2188, 67.6, 76.6, 43.1, 68.0, 65.3 1, 40, oneR, 1, bnet, N, 1977, 898, 881, 1487, 66.1, 62.3, 30.8, 62.8, 65.6 1, 40, oneR, 1, bnet, Y, 1487, 881, 898, 1977, 66.1, 69.2, 37.7, 68.8, 65.6 1, 40, oneR, 1, rbfnet, N, 2096, 1109, 762, 1276, 64.3, 53.5, 26.7, 62.6, 62.1 1, 40, oneR, 1, rbfnet, Y, 1276, 762, 1109, 2096, 64.3, 73.3, 46.5, 65.4, 62.1 1, 40, oneR, 2, nb, N, 2325, 1325, 543, 1050, 64.4, 44.2, 18.9, 65.9, 58.3 1, 40, oneR, 2, nb, Y, 1050, 543, 1325, 2325, 64.4, 81.1, 55.8, 63.7, 58.3 1, 40, oneR, 2, j48, N, 1931, 1026, 937, 1349, 62.6, 56.8, 32.7, 59.0, 61.7 1, 40, oneR, 2, j48, Y, 1349, 937, 1026, 1931, 62.6, 67.3, 43.2, 65.3, 61.7 1, 40, oneR, 2, zeror, N, 2868, 2375, 0, 0, 54.7, 0.0, 0.0, 0.0, 29.3 1, 40, oneR, 2, zeror, Y, 0, 0, 2375, 2868, 54.7, 100.0, 100.0, 54.7, 29.3 1, 40, oneR, 2, oner, N, 1727, 825, 1141, 1550, 62.5, 65.3, 39.8, 57.6, 62.7 1, 40, oneR, 2, oner, Y, 1550, 1141, 825, 1727, 62.5, 60.2, 34.7, 67.7, 62.7 1, 40, oneR, 2, adtree, N, 2172, 942, 696, 1433, 68.8, 60.3, 24.3, 67.3, 67.1 1, 40, oneR, 2, adtree, Y, 1433, 696, 942, 2172, 68.8, 75.7, 39.7, 69.7, 67.1 1, 40, oneR, 2, bnet, N, 2076, 902, 792, 1473, 67.7, 62.0, 27.6, 65.0, 66.8 1, 40, oneR, 2, bnet, Y, 1473, 792, 902, 2076, 67.7, 72.4, 38.0, 69.7, 66.8 1, 40, oneR, 2, rbfnet, N, 2113, 1053, 755, 1322, 65.5, 55.7, 26.3, 63.6, 63.5 1, 40, oneR, 2, rbfnet, Y, 1322, 755, 1053, 2113, 65.5, 73.7, 44.3, 66.7, 63.5 1, 45, cfs, 1, nb, N, 2244, 1321, 615, 1063, 63.1, 44.6, 21.5, 63.3, 58.0 1, 45, cfs, 1, nb, Y, 1063, 615, 1321, 2244, 63.1, 78.5, 55.4, 62.9, 58.0 1, 45, cfs, 1, j48, N, 2349, 1577, 510, 807, 60.2, 33.9, 17.8, 61.3, 51.6 1, 45, cfs, 1, j48, Y, 807, 510, 1577, 2349, 60.2, 82.2, 66.1, 59.8, 51.6 1, 45, cfs, 1, zeror, N, 2859, 2384, 0, 0, 54.5, 0.0, 0.0, 0.0, 29.3 1, 45, cfs, 1, zeror, Y, 0, 0, 2384, 2859, 54.5, 100.0, 100.0, 54.5, 29.3 1, 45, cfs, 1, oner, N, 1683, 890, 1176, 1494, 60.6, 62.7, 41.1, 56.0, 60.7 1, 45, cfs, 1, oner, Y, 1494, 1176, 890, 1683, 60.6, 58.9, 37.3, 65.4, 60.7 1, 45, cfs, 1, adtree, N, 2091, 926, 768, 1458, 67.7, 61.2, 26.9, 65.5, 66.6 1, 45, cfs, 1, adtree, Y, 1458, 768, 926, 2091, 67.7, 73.1, 38.8, 69.3, 66.6 1, 45, cfs, 1, bnet, N, 2139, 1045, 720, 1339, 66.3, 56.2, 25.2, 65.0, 64.3 1, 45, cfs, 1, bnet, Y, 1339, 720, 1045, 2139, 66.3, 74.8, 43.8, 67.2, 64.3 1, 45, cfs, 1, rbfnet, N, 2144, 1175, 715, 1209, 64.0, 50.7, 25.0, 62.8, 60.9 1, 45, cfs, 1, rbfnet, Y, 1209, 715, 1175, 2144, 64.0, 75.0, 49.3, 64.6, 60.9 1, 45, cfs, 2, nb, N, 2339, 1469, 529, 906, 61.9, 38.1, 18.4, 63.1, 54.4 1, 45, cfs, 2, nb, Y, 906, 529, 1469, 2339, 61.9, 81.6, 61.9, 61.4, 54.4 1, 45, cfs, 2, j48, N, 2047, 1220, 821, 1155, 61.1, 48.6, 28.6, 58.5, 58.4 1, 45, cfs, 2, j48, Y, 1155, 821, 1220, 2047, 61.1, 71.4, 51.4, 62.7, 58.4 1, 45, cfs, 2, zeror, N, 2868, 2375, 0, 0, 54.7, 0.0, 0.0, 0.0, 29.3 1, 45, cfs, 2, zeror, Y, 0, 0, 2375, 2868, 54.7, 100.0, 100.0, 54.7, 29.3 1, 45, cfs, 2, oner, N, 1683, 819, 1185, 1556, 61.8, 65.5, 41.3, 56.8, 61.9 1, 45, cfs, 2, oner, Y, 1556, 1185, 819, 1683, 61.8, 58.7, 34.5, 67.3, 61.9 1, 45, cfs, 2, adtree, N, 2115, 996, 753, 1379, 66.6, 58.1, 26.3, 64.7, 65.0 1, 45, cfs, 2, adtree, Y, 1379, 753, 996, 2115, 66.6, 73.7, 41.9, 68.0, 65.0 1, 45, cfs, 2, bnet, N, 2129, 1038, 739, 1337, 66.1, 56.3, 25.8, 64.4, 64.1 1, 45, cfs, 2, bnet, Y, 1337, 739, 1038, 2129, 66.1, 74.2, 43.7, 67.2, 64.1 1, 45, cfs, 2, rbfnet, N, 2248, 1391, 620, 984, 61.6, 41.4, 21.6, 61.3, 55.9 1, 45, cfs, 2, rbfnet, Y, 984, 620, 1391, 2248, 61.6, 78.4, 58.6, 61.8, 55.9 1, 45, cfs, 3, nb, N, 2359, 1450, 489, 945, 63.0, 39.5, 17.2, 65.9, 55.5 1, 45, cfs, 3, nb, Y, 945, 489, 1450, 2359, 63.0, 82.8, 60.5, 61.9, 55.5 1, 45, cfs, 3, j48, N, 2164, 1358, 684, 1037, 61.1, 43.3, 24.0, 60.3, 56.5 1, 45, cfs, 3, j48, Y, 1037, 684, 1358, 2164, 61.1, 76.0, 56.7, 61.4, 56.5 1, 45, cfs, 3, zeror, N, 2848, 2395, 0, 0, 54.3, 0.0, 0.0, 0.0, 29.3 1, 45, cfs, 3, zeror, Y, 0, 0, 2395, 2848, 54.3, 100.0, 100.0, 54.3, 29.3 1, 45, cfs, 3, oner, N, 1655, 906, 1193, 1489, 60.0, 62.2, 41.9, 55.5, 60.1 1, 45, cfs, 3, oner, Y, 1489, 1193, 906, 1655, 60.0, 58.1, 37.8, 64.6, 60.1 1, 45, cfs, 3, adtree, N, 2065, 919, 783, 1476, 67.5, 61.6, 27.5, 65.3, 66.6 1, 45, cfs, 3, adtree, Y, 1476, 783, 919, 2065, 67.5, 72.5, 38.4, 69.2, 66.6 1, 45, cfs, 3, bnet, N, 2088, 1015, 760, 1380, 66.1, 57.6, 26.7, 64.5, 64.6 1, 45, cfs, 3, bnet, Y, 1380, 760, 1015, 2088, 66.1, 73.3, 42.4, 67.3, 64.6 1, 45, cfs, 3, rbfnet, N, 2396, 1633, 452, 762, 60.2, 31.8, 15.9, 62.8, 50.5 1, 45, cfs, 3, rbfnet, Y, 762, 452, 1633, 2396, 60.2, 84.1, 68.2, 59.5, 50.5 1, 45, cfs, 4, nb, N, 2312, 1404, 527, 1000, 63.2, 41.6, 18.6, 65.5, 56.7 1, 45, cfs, 4, nb, Y, 1000, 527, 1404, 2312, 63.2, 81.4, 58.4, 62.2, 56.7 1, 45, cfs, 4, j48, N, 2322, 1578, 517, 826, 60.0, 34.4, 18.2, 61.5, 51.8 1, 45, cfs, 4, j48, Y, 826, 517, 1578, 2322, 60.0, 81.8, 65.6, 59.5, 51.8 1, 45, cfs, 4, zeror, N, 2839, 2404, 0, 0, 54.1, 0.0, 0.0, 0.0, 29.3 1, 45, cfs, 4, zeror, Y, 0, 0, 2404, 2839, 54.1, 100.0, 100.0, 54.1, 29.3 1, 45, cfs, 4, oner, N, 1692, 927, 1147, 1477, 60.4, 61.4, 40.4, 56.3, 60.5 1, 45, cfs, 4, oner, Y, 1477, 1147, 927, 1692, 60.4, 59.6, 38.6, 64.6, 60.5 1, 45, cfs, 4, adtree, N, 2154, 1046, 685, 1358, 67.0, 56.5, 24.1, 66.5, 64.8 1, 45, cfs, 4, adtree, Y, 1358, 685, 1046, 2154, 67.0, 75.9, 43.5, 67.3, 64.8 1, 45, cfs, 4, bnet, N, 2119, 1027, 720, 1377, 66.7, 57.3, 25.4, 65.7, 64.9 1, 45, cfs, 4, bnet, Y, 1377, 720, 1027, 2119, 66.7, 74.6, 42.7, 67.4, 64.9 1, 45, cfs, 4, rbfnet, N, 2186, 1282, 653, 1122, 63.1, 46.7, 23.0, 63.2, 58.9 1, 45, cfs, 4, rbfnet, Y, 1122, 653, 1282, 2186, 63.1, 77.0, 53.3, 63.0, 58.9 1, 45, infogain, 1, nb, N, 2296, 1304, 610, 1033, 63.5, 44.2, 21.0, 62.9, 57.8 1, 45, infogain, 1, nb, Y, 1033, 610, 1304, 2296, 63.5, 79.0, 55.8, 63.8, 57.8 1, 45, infogain, 1, j48, N, 1971, 1091, 935, 1246, 61.4, 53.3, 32.2, 57.1, 59.9 1, 45, infogain, 1, j48, Y, 1246, 935, 1091, 1971, 61.4, 67.8, 46.7, 64.4, 59.9 1, 45, infogain, 1, zeror, N, 2906, 2337, 0, 0, 55.4, 0.0, 0.0, 0.0, 29.3 1, 45, infogain, 1, zeror, Y, 0, 0, 2337, 2906, 55.4, 100.0, 100.0, 55.4, 29.3 1, 45, infogain, 1, oner, N, 1643, 869, 1263, 1468, 59.3, 62.8, 43.5, 53.8, 59.6 1, 45, infogain, 1, oner, Y, 1468, 1263, 869, 1643, 59.3, 56.5, 37.2, 65.4, 59.6 1, 45, infogain, 1, adtree, N, 2179, 1017, 727, 1320, 66.7, 56.5, 25.0, 64.5, 64.5 1, 45, infogain, 1, adtree, Y, 1320, 727, 1017, 2179, 66.7, 75.0, 43.5, 68.2, 64.5 1, 45, infogain, 1, bnet, N, 2216, 1108, 690, 1229, 65.7, 52.6, 23.7, 64.0, 62.5 1, 45, infogain, 1, bnet, Y, 1229, 690, 1108, 2216, 65.7, 76.3, 47.4, 66.7, 62.5 1, 45, infogain, 1, rbfnet, N, 2100, 1192, 806, 1145, 61.9, 49.0, 27.7, 58.7, 58.9 1, 45, infogain, 1, rbfnet, Y, 1145, 806, 1192, 2100, 61.9, 72.3, 51.0, 63.8, 58.9 1, 45, infogain, 2, nb, N, 2853, 1326, 810, 993, 64.3, 42.8, 22.1, 55.1, 56.6 1, 45, infogain, 2, nb, Y, 993, 810, 1326, 2853, 64.3, 77.9, 57.2, 68.3, 56.6 1, 45, infogain, 2, j48, N, 2979, 1576, 684, 743, 62.2, 32.0, 18.7, 52.1, 50.2 1, 45, infogain, 2, j48, Y, 743, 684, 1576, 2979, 62.2, 81.3, 68.0, 65.4, 50.2 1, 45, infogain, 2, zeror, N, 3663, 2319, 0, 0, 61.2, 0.0, 0.0, 0.0, 29.3 1, 45, infogain, 2, zeror, Y, 0, 0, 2319, 3663, 61.2, 100.0, 100.0, 61.2, 29.3 1, 45, infogain, 2, oner, N, 2348, 962, 1315, 1357, 61.9, 58.5, 35.9, 50.8, 61.2 1, 45, infogain, 2, oner, Y, 1357, 1315, 962, 2348, 61.9, 64.1, 41.5, 70.9, 61.2 1, 45, infogain, 2, adtree, N, 2943, 1226, 720, 1093, 67.5, 47.1, 19.7, 60.3, 60.1 1, 45, infogain, 2, adtree, Y, 1093, 720, 1226, 2943, 67.5, 80.3, 52.9, 70.6, 60.1 1, 45, infogain, 2, bnet, N, 2845, 1157, 818, 1162, 67.0, 50.1, 22.3, 58.7, 61.3 1, 45, infogain, 2, bnet, Y, 1162, 818, 1157, 2845, 67.0, 77.7, 49.9, 71.1, 61.3 1, 45, infogain, 2, rbfnet, N, 3078, 1605, 585, 714, 63.4, 30.8, 16.0, 55.0, 49.8 1, 45, infogain, 2, rbfnet, Y, 714, 585, 1605, 3078, 63.4, 84.0, 69.2, 65.7, 49.8 1, 45, infogain, 3, nb, N, 2915, 1404, 690, 974, 65.0, 41.0, 19.1, 58.5, 56.1 1, 45, infogain, 3, nb, Y, 974, 690, 1404, 2915, 65.0, 80.9, 59.0, 67.5, 56.1 1, 45, infogain, 3, j48, N, 2942, 1611, 663, 767, 62.0, 32.3, 18.4, 53.6, 50.4 1, 45, infogain, 3, j48, Y, 767, 663, 1611, 2942, 62.0, 81.6, 67.7, 64.6, 50.4 1, 45, infogain, 3, zeror, N, 3605, 2378, 0, 0, 60.3, 0.0, 0.0, 0.0, 29.3 1, 45, infogain, 3, zeror, Y, 0, 0, 2378, 3605, 60.3, 100.0, 100.0, 60.3, 29.3 1, 45, infogain, 3, oner, N, 2322, 988, 1283, 1390, 62.0, 58.5, 35.6, 52.0, 61.3 1, 45, infogain, 3, oner, Y, 1390, 1283, 988, 2322, 62.0, 64.4, 41.5, 70.2, 61.3 1, 45, infogain, 3, adtree, N, 2918, 1187, 687, 1191, 68.7, 50.1, 19.1, 63.4, 62.2 1, 45, infogain, 3, adtree, Y, 1191, 687, 1187, 2918, 68.7, 80.9, 49.9, 71.1, 62.2 1, 45, infogain, 3, bnet, N, 2840, 1192, 765, 1186, 67.3, 49.9, 21.2, 60.8, 61.5 1, 45, infogain, 3, bnet, Y, 1186, 765, 1192, 2840, 67.3, 78.8, 50.1, 70.4, 61.5 1, 45, infogain, 3, rbfnet, N, 2961, 1401, 644, 977, 65.8, 41.1, 17.9, 60.3, 56.5 1, 45, infogain, 3, rbfnet, Y, 977, 644, 1401, 2961, 65.8, 82.1, 58.9, 67.9, 56.5 1, 45, infogain, 4, nb, N, 2966, 1407, 652, 957, 65.6, 40.5, 18.0, 59.5, 56.0 1, 45, infogain, 4, nb, Y, 957, 652, 1407, 2966, 65.6, 82.0, 59.5, 67.8, 56.0 1, 45, infogain, 4, j48, N, 2914, 1605, 704, 759, 61.4, 32.1, 19.5, 51.9, 50.1 1, 45, infogain, 4, j48, Y, 759, 704, 1605, 2914, 61.4, 80.5, 67.9, 64.5, 50.1 1, 45, infogain, 4, zeror, N, 3618, 2364, 0, 0, 60.5, 0.0, 0.0, 0.0, 29.3 1, 45, infogain, 4, zeror, Y, 0, 0, 2364, 3618, 60.5, 100.0, 100.0, 60.5, 29.3 1, 45, infogain, 4, oner, N, 2324, 1047, 1294, 1317, 60.9, 55.7, 35.8, 50.4, 59.7 1, 45, infogain, 4, oner, Y, 1317, 1294, 1047, 2324, 60.9, 64.2, 44.3, 68.9, 59.7 1, 45, infogain, 4, adtree, N, 2980, 1266, 638, 1098, 68.2, 46.4, 17.6, 63.2, 60.1 1, 45, infogain, 4, adtree, Y, 1098, 638, 1266, 2980, 68.2, 82.4, 53.6, 70.2, 60.1 1, 45, infogain, 4, bnet, N, 2828, 1186, 790, 1178, 67.0, 49.8, 21.8, 59.9, 61.3 1, 45, infogain, 4, bnet, Y, 1178, 790, 1186, 2828, 67.0, 78.2, 50.2, 70.5, 61.3 1, 45, infogain, 4, rbfnet, N, 3139, 1664, 479, 700, 64.2, 29.6, 13.2, 59.4, 49.4 1, 45, infogain, 4, rbfnet, Y, 700, 479, 1664, 3139, 64.2, 86.8, 70.4, 65.4, 49.4 1, 45, infogain, 5, nb, N, 2672, 1317, 667, 910, 64.4, 40.9, 20.0, 57.7, 55.9 1, 45, infogain, 5, nb, Y, 910, 667, 1317, 2672, 64.4, 80.0, 59.1, 67.0, 55.9 1, 45, infogain, 5, j48, N, 2669, 1499, 670, 728, 61.0, 32.7, 20.1, 52.1, 50.3 1, 45, infogain, 5, j48, Y, 728, 670, 1499, 2669, 61.0, 79.9, 67.3, 64.0, 50.3 1, 45, infogain, 5, zeror, N, 3339, 2227, 0, 0, 60.0, 0.0, 0.0, 0.0, 29.3 1, 45, infogain, 5, zeror, Y, 0, 0, 2227, 3339, 60.0, 100.0, 100.0, 60.0, 29.3 1, 45, infogain, 5, oner, N, 2116, 958, 1223, 1269, 60.8, 57.0, 36.6, 50.9, 60.0 1, 45, infogain, 5, oner, Y, 1269, 1223, 958, 2116, 60.8, 63.4, 43.0, 68.8, 60.0 1, 45, infogain, 5, adtree, N, 2751, 1246, 588, 981, 67.0, 44.1, 17.6, 62.5, 58.5 1, 45, infogain, 5, adtree, Y, 981, 588, 1246, 2751, 67.0, 82.4, 55.9, 68.8, 58.5 1, 45, infogain, 5, bnet, N, 2600, 1141, 739, 1086, 66.2, 48.8, 22.1, 59.5, 60.5 1, 45, infogain, 5, bnet, Y, 1086, 739, 1141, 2600, 66.2, 77.9, 51.2, 69.5, 60.5 1, 45, infogain, 5, rbfnet, N, 2755, 1476, 584, 751, 63.0, 33.7, 17.5, 56.3, 51.5 1, 45, infogain, 5, rbfnet, Y, 751, 584, 1476, 2755, 63.0, 82.5, 66.3, 65.1, 51.5 1, 45, chisquared, 1, nb, N, 2109, 1204, 775, 1155, 62.3, 49.0, 26.9, 59.8, 59.2 1, 45, chisquared, 1, nb, Y, 1155, 775, 1204, 2109, 62.3, 73.1, 51.0, 63.7, 59.2 1, 45, chisquared, 1, j48, N, 2291, 1477, 593, 882, 60.5, 37.4, 20.6, 59.8, 53.4 1, 45, chisquared, 1, j48, Y, 882, 593, 1477, 2291, 60.5, 79.4, 62.6, 60.8, 53.4 1, 45, chisquared, 1, zeror, N, 2884, 2359, 0, 0, 55.0, 0.0, 0.0, 0.0, 29.3 1, 45, chisquared, 1, zeror, Y, 0, 0, 2359, 2884, 55.0, 100.0, 100.0, 55.0, 29.3 1, 45, chisquared, 1, oner, N, 1726, 845, 1158, 1514, 61.8, 64.2, 40.2, 56.7, 62.0 1, 45, chisquared, 1, oner, Y, 1514, 1158, 845, 1726, 61.8, 59.8, 35.8, 67.1, 62.0 1, 45, chisquared, 1, adtree, N, 2068, 912, 816, 1447, 67.0, 61.3, 28.3, 63.9, 66.1 1, 45, chisquared, 1, adtree, Y, 1447, 816, 912, 2068, 67.0, 71.7, 38.7, 69.4, 66.1 1, 45, chisquared, 1, bnet, N, 2215, 1176, 669, 1183, 64.8, 50.1, 23.2, 63.9, 61.1 1, 45, chisquared, 1, bnet, Y, 1183, 669, 1176, 2215, 64.8, 76.8, 49.9, 65.3, 61.1 1, 45, chisquared, 1, rbfnet, N, 2066, 1076, 818, 1283, 63.9, 54.4, 28.4, 61.1, 62.0 1, 45, chisquared, 1, rbfnet, Y, 1283, 818, 1076, 2066, 63.9, 71.6, 45.6, 65.8, 62.0 1, 45, chisquared, 2, nb, N, 2834, 1310, 775, 1063, 65.1, 44.8, 21.5, 57.8, 58.1 1, 45, chisquared, 2, nb, Y, 1063, 775, 1310, 2834, 65.1, 78.5, 55.2, 68.4, 58.1 1, 45, chisquared, 2, j48, N, 2914, 1624, 695, 749, 61.2, 31.6, 19.3, 51.9, 49.7 1, 45, chisquared, 2, j48, Y, 749, 695, 1624, 2914, 61.2, 80.7, 68.4, 64.2, 49.7 1, 45, chisquared, 2, zeror, N, 3609, 2373, 0, 0, 60.3, 0.0, 0.0, 0.0, 29.3 1, 45, chisquared, 2, zeror, Y, 0, 0, 2373, 3609, 60.3, 100.0, 100.0, 60.3, 29.3 1, 45, chisquared, 2, oner, N, 2365, 1056, 1244, 1317, 61.6, 55.5, 34.5, 51.4, 60.2 1, 45, chisquared, 2, oner, Y, 1317, 1244, 1056, 2365, 61.6, 65.5, 44.5, 69.1, 60.2 1, 45, chisquared, 2, adtree, N, 3061, 1346, 548, 1027, 68.3, 43.3, 15.2, 65.2, 58.5 1, 45, chisquared, 2, adtree, Y, 1027, 548, 1346, 3061, 68.3, 84.8, 56.7, 69.5, 58.5 1, 45, chisquared, 2, bnet, N, 3016, 1440, 593, 933, 66.0, 39.3, 16.4, 61.1, 55.5 1, 45, chisquared, 2, bnet, Y, 933, 593, 1440, 3016, 66.0, 83.6, 60.7, 67.7, 55.5 1, 45, chisquared, 2, rbfnet, N, 2726, 1353, 883, 1020, 62.6, 43.0, 24.5, 53.6, 56.1 1, 45, chisquared, 2, rbfnet, Y, 1020, 883, 1353, 2726, 62.6, 75.5, 57.0, 66.8, 56.1 1, 45, chisquared, 3, nb, N, 2878, 1341, 765, 999, 64.8, 42.7, 21.0, 56.6, 56.8 1, 45, chisquared, 3, nb, Y, 999, 765, 1341, 2878, 64.8, 79.0, 57.3, 68.2, 56.8 1, 45, chisquared, 3, j48, N, 2952, 1582, 691, 758, 62.0, 32.4, 19.0, 52.3, 50.3 1, 45, chisquared, 3, j48, Y, 758, 691, 1582, 2952, 62.0, 81.0, 67.6, 65.1, 50.3 1, 45, chisquared, 3, zeror, N, 3643, 2340, 0, 0, 60.9, 0.0, 0.0, 0.0, 29.3 1, 45, chisquared, 3, zeror, Y, 0, 0, 2340, 3643, 60.9, 100.0, 100.0, 60.9, 29.3 1, 45, chisquared, 3, oner, N, 2342, 1034, 1301, 1306, 61.0, 55.8, 35.7, 50.1, 59.8 1, 45, chisquared, 3, oner, Y, 1306, 1301, 1034, 2342, 61.0, 64.3, 44.2, 69.4, 59.8 1, 45, chisquared, 3, adtree, N, 2908, 1211, 735, 1129, 67.5, 48.2, 20.2, 60.6, 60.7 1, 45, chisquared, 3, adtree, Y, 1129, 735, 1211, 2908, 67.5, 79.8, 51.8, 70.6, 60.7 1, 45, chisquared, 3, bnet, N, 3002, 1418, 641, 922, 65.6, 39.4, 17.6, 59.0, 55.4 1, 45, chisquared, 3, bnet, Y, 922, 641, 1418, 3002, 65.6, 82.4, 60.6, 67.9, 55.4 1, 45, chisquared, 3, rbfnet, N, 2885, 1494, 758, 846, 62.4, 36.2, 20.8, 52.7, 52.5 1, 45, chisquared, 3, rbfnet, Y, 846, 758, 1494, 2885, 62.4, 79.2, 63.8, 65.9, 52.5 1, 45, chisquared, 4, nb, N, 2951, 1357, 684, 990, 65.9, 42.2, 18.8, 59.1, 57.0 1, 45, chisquared, 4, nb, Y, 990, 684, 1357, 2951, 65.9, 81.2, 57.8, 68.5, 57.0 1, 45, chisquared, 4, j48, N, 2947, 1578, 688, 769, 62.1, 32.8, 18.9, 52.8, 50.6 1, 45, chisquared, 4, j48, Y, 769, 688, 1578, 2947, 62.1, 81.1, 67.2, 65.1, 50.6 1, 45, chisquared, 4, zeror, N, 3635, 2347, 0, 0, 60.8, 0.0, 0.0, 0.0, 29.3 1, 45, chisquared, 4, zeror, Y, 0, 0, 2347, 3635, 60.8, 100.0, 100.0, 60.8, 29.3 1, 45, chisquared, 4, oner, N, 2391, 1047, 1244, 1300, 61.7, 55.4, 34.2, 51.1, 60.2 1, 45, chisquared, 4, oner, Y, 1300, 1244, 1047, 2391, 61.7, 65.8, 44.6, 69.5, 60.2 1, 45, chisquared, 4, adtree, N, 3060, 1322, 575, 1025, 68.3, 43.7, 15.8, 64.1, 58.6 1, 45, chisquared, 4, adtree, Y, 1025, 575, 1322, 3060, 68.3, 84.2, 56.3, 69.8, 58.6 1, 45, chisquared, 4, bnet, N, 3031, 1449, 604, 898, 65.7, 38.3, 16.6, 59.8, 54.8 1, 45, chisquared, 4, bnet, Y, 898, 604, 1449, 3031, 65.7, 83.4, 61.7, 67.7, 54.8 1, 45, chisquared, 4, rbfnet, N, 3017, 1686, 618, 661, 61.5, 28.2, 17.0, 51.7, 47.8 1, 45, chisquared, 4, rbfnet, Y, 661, 618, 1686, 3017, 61.5, 83.0, 71.8, 64.2, 47.8 1, 45, chisquared, 5, nb, N, 2542, 1160, 820, 1041, 64.4, 47.3, 24.4, 55.9, 58.9 1, 45, chisquared, 5, nb, Y, 1041, 820, 1160, 2542, 64.4, 75.6, 52.7, 68.7, 58.9 1, 45, chisquared, 5, j48, N, 2755, 1492, 607, 709, 62.3, 32.2, 18.1, 53.9, 50.4 1, 45, chisquared, 5, j48, Y, 709, 607, 1492, 2755, 62.3, 81.9, 67.8, 64.9, 50.4 1, 45, chisquared, 5, zeror, N, 3362, 2201, 0, 0, 60.4, 0.0, 0.0, 0.0, 29.3 1, 45, chisquared, 5, zeror, Y, 0, 0, 2201, 3362, 60.4, 100.0, 100.0, 60.4, 29.3 1, 45, chisquared, 5, oner, N, 2195, 982, 1167, 1219, 61.4, 55.4, 34.7, 51.1, 60.0 1, 45, chisquared, 5, oner, Y, 1219, 1167, 982, 2195, 61.4, 65.3, 44.6, 69.1, 60.0 1, 45, chisquared, 5, adtree, N, 2761, 1180, 601, 1021, 68.0, 46.4, 17.9, 62.9, 60.0 1, 45, chisquared, 5, adtree, Y, 1021, 601, 1180, 2761, 68.0, 82.1, 53.6, 70.1, 60.0 1, 45, chisquared, 5, bnet, N, 2800, 1291, 562, 910, 66.7, 41.3, 16.7, 61.8, 56.9 1, 45, chisquared, 5, bnet, Y, 910, 562, 1291, 2800, 66.7, 83.3, 58.7, 68.4, 56.9 1, 45, chisquared, 5, rbfnet, N, 2738, 1462, 624, 739, 62.5, 33.6, 18.6, 54.2, 51.2 1, 45, chisquared, 5, rbfnet, Y, 739, 624, 1462, 2738, 62.5, 81.4, 66.4, 65.2, 51.2 1, 45, oneR, 1, nb, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 1, 45, oneR, 1, nb, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 1, 45, oneR, 1, j48, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 1, 45, oneR, 1, j48, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 1, 45, oneR, 1, zeror, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 1, 45, oneR, 1, zeror, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 1, 45, oneR, 1, oner, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 1, 45, oneR, 1, oner, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 1, 45, oneR, 1, adtree, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 1, 45, oneR, 1, adtree, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 1, 45, oneR, 1, bnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 1, 45, oneR, 1, bnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 1, 45, oneR, 1, rbfnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 1, 45, oneR, 1, rbfnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 1, 45, oneR, 5, nb, N, 2602, 1287, 675, 937, 64.3, 42.1, 20.6, 58.1, 56.6 1, 45, oneR, 5, nb, Y, 937, 675, 1287, 2602, 64.3, 79.4, 57.9, 66.9, 56.6 1, 45, oneR, 5, j48, N, 2683, 1489, 594, 735, 62.1, 33.0, 18.1, 55.3, 51.0 1, 45, oneR, 5, j48, Y, 735, 594, 1489, 2683, 62.1, 81.9, 67.0, 64.3, 51.0 1, 45, oneR, 5, zeror, N, 3277, 2224, 0, 0, 59.6, 0.0, 0.0, 0.0, 29.3 1, 45, oneR, 5, zeror, Y, 0, 0, 2224, 3277, 59.6, 100.0, 100.0, 59.6, 29.3 1, 45, oneR, 5, oner, N, 2165, 994, 1112, 1230, 61.7, 55.3, 33.9, 52.5, 60.3 1, 45, oneR, 5, oner, Y, 1230, 1112, 994, 2165, 61.7, 66.1, 44.7, 68.5, 60.3 1, 45, oneR, 5, adtree, N, 2712, 1215, 565, 1009, 67.6, 45.4, 17.2, 64.1, 59.5 1, 45, oneR, 5, adtree, Y, 1009, 565, 1215, 2712, 67.6, 82.8, 54.6, 69.1, 59.5 1, 45, oneR, 5, bnet, N, 2763, 1398, 514, 826, 65.2, 37.1, 15.7, 61.6, 54.2 1, 45, oneR, 5, bnet, Y, 826, 514, 1398, 2763, 65.2, 84.3, 62.9, 66.4, 54.2 1, 45, oneR, 5, rbfnet, N, 2819, 1598, 458, 626, 62.6, 28.1, 14.0, 57.7, 48.2 1, 45, oneR, 5, rbfnet, Y, 626, 458, 1598, 2819, 62.6, 86.0, 71.9, 63.8, 48.2 1, 50, cfs, 1, nb, N, 2326, 1337, 574, 1006, 63.6, 42.9, 19.8, 63.7, 57.3 1, 50, cfs, 1, nb, Y, 1006, 574, 1337, 2326, 63.6, 80.2, 57.1, 63.5, 57.3 1, 50, cfs, 1, j48, N, 2251, 1375, 649, 968, 61.4, 41.3, 22.4, 59.9, 55.6 1, 50, cfs, 1, j48, Y, 968, 649, 1375, 2251, 61.4, 77.6, 58.7, 62.1, 55.6 1, 50, cfs, 1, zeror, N, 2900, 2343, 0, 0, 55.3, 0.0, 0.0, 0.0, 29.3 1, 50, cfs, 1, zeror, Y, 0, 0, 2343, 2900, 55.3, 100.0, 100.0, 55.3, 29.3 1, 50, cfs, 1, oner, N, 1714, 811, 1186, 1532, 61.9, 65.4, 40.9, 56.4, 62.1 1, 50, cfs, 1, oner, Y, 1532, 1186, 811, 1714, 61.9, 59.1, 34.6, 67.9, 62.1 1, 50, cfs, 1, adtree, N, 2122, 901, 778, 1442, 68.0, 61.5, 26.8, 65.0, 66.8 1, 50, cfs, 1, adtree, Y, 1442, 778, 901, 2122, 68.0, 73.2, 38.5, 70.2, 66.8 1, 50, cfs, 1, bnet, N, 2126, 986, 774, 1357, 66.4, 57.9, 26.7, 63.7, 64.8 1, 50, cfs, 1, bnet, Y, 1357, 774, 986, 2126, 66.4, 73.3, 42.1, 68.3, 64.8 1, 50, cfs, 1, rbfnet, N, 2191, 1161, 709, 1182, 64.3, 50.4, 24.4, 62.5, 60.9 1, 50, cfs, 1, rbfnet, Y, 1182, 709, 1161, 2191, 64.3, 75.6, 49.6, 65.4, 60.9 1, 50, cfs, 2, nb, N, 2316, 1334, 593, 1000, 63.2, 42.8, 20.4, 62.8, 57.1 1, 50, cfs, 2, nb, Y, 1000, 593, 1334, 2316, 63.2, 79.6, 57.2, 63.5, 57.1 1, 50, cfs, 2, j48, N, 2172, 1294, 737, 1040, 61.3, 44.6, 25.3, 58.5, 56.9 1, 50, cfs, 2, j48, Y, 1040, 737, 1294, 2172, 61.3, 74.7, 55.4, 62.7, 56.9 1, 50, cfs, 2, zeror, N, 2909, 2334, 0, 0, 55.5, 0.0, 0.0, 0.0, 29.3 1, 50, cfs, 2, zeror, Y, 0, 0, 2334, 2909, 55.5, 100.0, 100.0, 55.5, 29.3 1, 50, cfs, 2, oner, N, 1708, 859, 1201, 1475, 60.7, 63.2, 41.3, 55.1, 60.9 1, 50, cfs, 2, oner, Y, 1475, 1201, 859, 1708, 60.7, 58.7, 36.8, 66.5, 60.9 1, 50, cfs, 2, adtree, N, 2203, 939, 706, 1395, 68.6, 59.8, 24.3, 66.4, 66.8 1, 50, cfs, 2, adtree, Y, 1395, 706, 939, 2203, 68.6, 75.7, 40.2, 70.1, 66.8 1, 50, cfs, 2, bnet, N, 2154, 1038, 755, 1296, 65.8, 55.5, 26.0, 63.2, 63.6 1, 50, cfs, 2, bnet, Y, 1296, 755, 1038, 2154, 65.8, 74.0, 44.5, 67.5, 63.6 1, 50, cfs, 2, rbfnet, N, 1936, 1001, 973, 1333, 62.3, 57.1, 33.4, 57.8, 61.5 1, 50, cfs, 2, rbfnet, Y, 1333, 973, 1001, 1936, 62.3, 66.6, 42.9, 65.9, 61.5 1, 50, cfs, 3, nb, N, 2309, 1390, 571, 973, 62.6, 41.2, 19.8, 63.0, 56.1 1, 50, cfs, 3, nb, Y, 973, 571, 1390, 2309, 62.6, 80.2, 58.8, 62.4, 56.1 1, 50, cfs, 3, j48, N, 2205, 1373, 675, 990, 60.9, 41.9, 23.4, 59.5, 55.7 1, 50, cfs, 3, j48, Y, 990, 675, 1373, 2205, 60.9, 76.6, 58.1, 61.6, 55.7 1, 50, cfs, 3, zeror, N, 2880, 2363, 0, 0, 54.9, 0.0, 0.0, 0.0, 29.3 1, 50, cfs, 3, zeror, Y, 0, 0, 2363, 2880, 54.9, 100.0, 100.0, 54.9, 29.3 1, 50, cfs, 3, oner, N, 1658, 807, 1222, 1556, 61.3, 65.8, 42.4, 56.0, 61.5 1, 50, cfs, 3, oner, Y, 1556, 1222, 807, 1658, 61.3, 57.6, 34.2, 67.3, 61.5 1, 50, cfs, 3, adtree, N, 1986, 855, 894, 1508, 66.6, 63.8, 31.0, 62.8, 66.3 1, 50, cfs, 3, adtree, Y, 1508, 894, 855, 1986, 66.6, 69.0, 36.2, 69.9, 66.3 1, 50, cfs, 3, bnet, N, 2083, 975, 797, 1388, 66.2, 58.7, 27.7, 63.5, 64.9 1, 50, cfs, 3, bnet, Y, 1388, 797, 975, 2083, 66.2, 72.3, 41.3, 68.1, 64.9 1, 50, cfs, 3, rbfnet, N, 2104, 1181, 776, 1182, 62.7, 50.0, 26.9, 60.4, 59.9 1, 50, cfs, 3, rbfnet, Y, 1182, 776, 1181, 2104, 62.7, 73.1, 50.0, 64.0, 59.9 1, 50, infogain, 1, nb, N, 2222, 1305, 597, 1119, 63.7, 46.2, 21.2, 65.2, 59.1 1, 50, infogain, 1, nb, Y, 1119, 597, 1305, 2222, 63.7, 78.8, 53.8, 63.0, 59.1 1, 50, infogain, 1, j48, N, 2309, 1594, 510, 830, 59.9, 34.2, 18.1, 61.9, 51.8 1, 50, infogain, 1, j48, Y, 830, 510, 1594, 2309, 59.9, 81.9, 65.8, 59.2, 51.8 1, 50, infogain, 1, zeror, N, 2819, 2424, 0, 0, 53.8, 0.0, 0.0, 0.0, 29.3 1, 50, infogain, 1, zeror, Y, 0, 0, 2424, 2819, 53.8, 100.0, 100.0, 53.8, 29.3 1, 50, infogain, 1, oner, N, 1701, 955, 1118, 1469, 60.5, 60.6, 39.7, 56.8, 60.5 1, 50, infogain, 1, oner, Y, 1469, 1118, 955, 1701, 60.5, 60.3, 39.4, 64.0, 60.5 1, 50, infogain, 1, adtree, N, 2141, 1041, 678, 1383, 67.2, 57.1, 24.1, 67.1, 65.2 1, 50, infogain, 1, adtree, Y, 1383, 678, 1041, 2141, 67.2, 75.9, 42.9, 67.3, 65.2 1, 50, infogain, 1, bnet, N, 2151, 1148, 668, 1276, 65.4, 52.6, 23.7, 65.6, 62.6 1, 50, infogain, 1, bnet, Y, 1276, 668, 1148, 2151, 65.4, 76.3, 47.4, 65.2, 62.6 1, 50, infogain, 1, rbfnet, N, 2017, 1208, 802, 1216, 61.7, 50.2, 28.4, 60.3, 59.4 1, 50, infogain, 1, rbfnet, Y, 1216, 802, 1208, 2017, 61.7, 71.6, 49.8, 62.5, 59.4 1, 50, infogain, 2, nb, N, 2152, 1279, 701, 1111, 62.2, 46.5, 24.6, 61.3, 58.4 1, 50, infogain, 2, nb, Y, 1111, 701, 1279, 2152, 62.2, 75.4, 53.5, 62.7, 58.4 1, 50, infogain, 2, j48, N, 2284, 1534, 569, 856, 59.9, 35.8, 19.9, 60.1, 52.5 1, 50, infogain, 2, j48, Y, 856, 569, 1534, 2284, 59.9, 80.1, 64.2, 59.8, 52.5 1, 50, infogain, 2, zeror, N, 2853, 2390, 0, 0, 54.4, 0.0, 0.0, 0.0, 29.3 1, 50, infogain, 2, zeror, Y, 0, 0, 2390, 2853, 54.4, 100.0, 100.0, 54.4, 29.3 1, 50, infogain, 2, oner, N, 1625, 882, 1228, 1508, 59.8, 63.1, 43.0, 55.1, 59.9 1, 50, infogain, 2, oner, Y, 1508, 1228, 882, 1625, 59.8, 57.0, 36.9, 64.8, 59.9 1, 50, infogain, 2, adtree, N, 2036, 953, 817, 1437, 66.2, 60.1, 28.6, 63.8, 65.3 1, 50, infogain, 2, adtree, Y, 1437, 817, 953, 2036, 66.2, 71.4, 39.9, 68.1, 65.3 1, 50, infogain, 2, bnet, N, 2129, 1114, 724, 1276, 64.9, 53.4, 25.4, 63.8, 62.5 1, 50, infogain, 2, bnet, Y, 1276, 724, 1114, 2129, 64.9, 74.6, 46.6, 65.6, 62.5 1, 50, infogain, 2, rbfnet, N, 2140, 1301, 713, 1089, 61.6, 45.6, 25.0, 60.4, 57.6 1, 50, infogain, 2, rbfnet, Y, 1089, 713, 1301, 2140, 61.6, 75.0, 54.4, 62.2, 57.6 1, 50, infogain, 3, nb, N, 2201, 1217, 684, 1141, 63.7, 48.4, 23.7, 62.5, 59.8 1, 50, infogain, 3, nb, Y, 1141, 684, 1217, 2201, 63.7, 76.3, 51.6, 64.4, 59.8 1, 50, infogain, 3, j48, N, 2126, 1308, 759, 1050, 60.6, 44.5, 26.3, 58.0, 56.6 1, 50, infogain, 3, j48, Y, 1050, 759, 1308, 2126, 60.6, 73.7, 55.5, 61.9, 56.6 1, 50, infogain, 3, zeror, N, 2885, 2358, 0, 0, 55.0, 0.0, 0.0, 0.0, 29.3 1, 50, infogain, 3, zeror, Y, 0, 0, 2358, 2885, 55.0, 100.0, 100.0, 55.0, 29.3 1, 50, infogain, 3, oner, N, 1738, 838, 1147, 1520, 62.1, 64.5, 39.8, 57.0, 62.3 1, 50, infogain, 3, oner, Y, 1520, 1147, 838, 1738, 62.1, 60.2, 35.5, 67.5, 62.3 1, 50, infogain, 3, adtree, N, 2046, 849, 839, 1509, 67.8, 64.0, 29.1, 64.3, 67.3 1, 50, infogain, 3, adtree, Y, 1509, 839, 849, 2046, 67.8, 70.9, 36.0, 70.7, 67.3 1, 50, infogain, 3, bnet, N, 2208, 1073, 677, 1285, 66.6, 54.5, 23.5, 65.5, 63.8 1, 50, infogain, 3, bnet, Y, 1285, 677, 1073, 2208, 66.6, 76.5, 45.5, 67.3, 63.8 1, 50, infogain, 3, rbfnet, N, 1967, 973, 918, 1385, 63.9, 58.7, 31.8, 60.1, 63.2 1, 50, infogain, 3, rbfnet, Y, 1385, 918, 973, 1967, 63.9, 68.2, 41.3, 66.9, 63.2 1, 50, chisquared, 1, nb, N, 2188, 1241, 704, 1110, 62.9, 47.2, 24.3, 61.2, 58.9 1, 50, chisquared, 1, nb, Y, 1110, 704, 1241, 2188, 62.9, 75.7, 52.8, 63.8, 58.9 1, 50, chisquared, 1, j48, N, 2135, 1300, 757, 1051, 60.8, 44.7, 26.2, 58.1, 56.7 1, 50, chisquared, 1, j48, Y, 1051, 757, 1300, 2135, 60.8, 73.8, 55.3, 62.2, 56.7 1, 50, chisquared, 1, zeror, N, 2892, 2351, 0, 0, 55.2, 0.0, 0.0, 0.0, 29.3 1, 50, chisquared, 1, zeror, Y, 0, 0, 2351, 2892, 55.2, 100.0, 100.0, 55.2, 29.3 1, 50, chisquared, 1, oner, N, 1639, 907, 1253, 1444, 58.8, 61.4, 43.3, 53.5, 59.0 1, 50, chisquared, 1, oner, Y, 1444, 1253, 907, 1639, 58.8, 56.7, 38.6, 64.4, 59.0 1, 50, chisquared, 1, adtree, N, 2178, 957, 714, 1394, 68.1, 59.3, 24.7, 66.1, 66.3 1, 50, chisquared, 1, adtree, Y, 1394, 714, 957, 2178, 68.1, 75.3, 40.7, 69.5, 66.3 1, 50, chisquared, 1, bnet, N, 2223, 1119, 669, 1232, 65.9, 52.4, 23.1, 64.8, 62.6 1, 50, chisquared, 1, bnet, Y, 1232, 669, 1119, 2223, 65.9, 76.9, 47.6, 66.5, 62.6 1, 50, chisquared, 1, rbfnet, N, 2208, 1343, 684, 1008, 61.3, 42.9, 23.7, 59.6, 56.3 1, 50, chisquared, 1, rbfnet, Y, 1008, 684, 1343, 2208, 61.3, 76.3, 57.1, 62.2, 56.3 1, 50, chisquared, 2, nb, N, 2105, 1177, 773, 1188, 62.8, 50.2, 26.9, 60.6, 60.0 1, 50, chisquared, 2, nb, Y, 1188, 773, 1177, 2105, 62.8, 73.1, 49.8, 64.1, 60.0 1, 50, chisquared, 2, j48, N, 2250, 1447, 628, 918, 60.4, 38.8, 21.8, 59.4, 54.1 1, 50, chisquared, 2, j48, Y, 918, 628, 1447, 2250, 60.4, 78.2, 61.2, 60.9, 54.1 1, 50, chisquared, 2, zeror, N, 2878, 2365, 0, 0, 54.9, 0.0, 0.0, 0.0, 29.3 1, 50, chisquared, 2, zeror, Y, 0, 0, 2365, 2878, 54.9, 100.0, 100.0, 54.9, 29.3 1, 50, chisquared, 2, oner, N, 1674, 879, 1204, 1486, 60.3, 62.8, 41.8, 55.2, 60.4 1, 50, chisquared, 2, oner, Y, 1486, 1204, 879, 1674, 60.3, 58.2, 37.2, 65.6, 60.4 1, 50, chisquared, 2, adtree, N, 2130, 926, 748, 1439, 68.1, 60.8, 26.0, 65.8, 66.8 1, 50, chisquared, 2, adtree, Y, 1439, 748, 926, 2130, 68.1, 74.0, 39.2, 69.7, 66.8 1, 50, chisquared, 2, bnet, N, 2162, 1068, 716, 1297, 66.0, 54.8, 24.9, 64.4, 63.5 1, 50, chisquared, 2, bnet, Y, 1297, 716, 1068, 2162, 66.0, 75.1, 45.2, 66.9, 63.5 1, 50, chisquared, 2, rbfnet, N, 1917, 1103, 961, 1262, 60.6, 53.4, 33.4, 56.8, 59.4 1, 50, chisquared, 2, rbfnet, Y, 1262, 961, 1103, 1917, 60.6, 66.6, 46.6, 63.5, 59.4 1, 50, chisquared, 3, nb, N, 2306, 1332, 563, 1042, 63.9, 43.9, 19.6, 64.9, 58.0 1, 50, chisquared, 3, nb, Y, 1042, 563, 1332, 2306, 63.9, 80.4, 56.1, 63.4, 58.0 1, 50, chisquared, 3, j48, N, 2133, 1336, 736, 1038, 60.5, 43.7, 25.7, 58.5, 56.3 1, 50, chisquared, 3, j48, Y, 1038, 736, 1336, 2133, 60.5, 74.3, 56.3, 61.5, 56.3 1, 50, chisquared, 3, zeror, N, 2869, 2374, 0, 0, 54.7, 0.0, 0.0, 0.0, 29.3 1, 50, chisquared, 3, zeror, Y, 0, 0, 2374, 2869, 54.7, 100.0, 100.0, 54.7, 29.3 1, 50, chisquared, 3, oner, N, 1728, 852, 1141, 1522, 62.0, 64.1, 39.8, 57.2, 62.1 1, 50, chisquared, 3, oner, Y, 1522, 1141, 852, 1728, 62.0, 60.2, 35.9, 67.0, 62.1 1, 50, chisquared, 3, adtree, N, 2188, 1058, 681, 1316, 66.8, 55.4, 23.7, 65.9, 64.3 1, 50, chisquared, 3, adtree, Y, 1316, 681, 1058, 2188, 66.8, 76.3, 44.6, 67.4, 64.3 1, 50, chisquared, 3, bnet, N, 2198, 1048, 671, 1326, 67.2, 55.9, 23.4, 66.4, 64.7 1, 50, chisquared, 3, bnet, Y, 1326, 671, 1048, 2198, 67.2, 76.6, 44.1, 67.7, 64.7 1, 50, chisquared, 3, rbfnet, N, 2331, 1461, 538, 913, 61.9, 38.5, 18.8, 62.9, 54.5 1, 50, chisquared, 3, rbfnet, Y, 913, 538, 1461, 2331, 61.9, 81.2, 61.5, 61.5, 54.5 1, 50, chisquared, 4, nb, N, 2183, 1234, 694, 1132, 63.2, 47.8, 24.1, 62.0, 59.4 1, 50, chisquared, 4, nb, Y, 1132, 694, 1234, 2183, 63.2, 75.9, 52.2, 63.9, 59.4 1, 50, chisquared, 4, j48, N, 2141, 1351, 736, 1015, 60.2, 42.9, 25.6, 58.0, 55.8 1, 50, chisquared, 4, j48, Y, 1015, 736, 1351, 2141, 60.2, 74.4, 57.1, 61.3, 55.8 1, 50, chisquared, 4, zeror, N, 2877, 2366, 0, 0, 54.9, 0.0, 0.0, 0.0, 29.3 1, 50, chisquared, 4, zeror, Y, 0, 0, 2366, 2877, 54.9, 100.0, 100.0, 54.9, 29.3 1, 50, chisquared, 4, oner, N, 1754, 846, 1123, 1520, 62.4, 64.2, 39.0, 57.5, 62.6 1, 50, chisquared, 4, oner, Y, 1520, 1123, 846, 1754, 62.4, 61.0, 35.8, 67.5, 62.6 1, 50, chisquared, 4, adtree, N, 2115, 951, 762, 1415, 67.3, 59.8, 26.5, 65.0, 66.0 1, 50, chisquared, 4, adtree, Y, 1415, 762, 951, 2115, 67.3, 73.5, 40.2, 69.0, 66.0 1, 50, chisquared, 4, bnet, N, 2185, 1081, 692, 1285, 66.2, 54.3, 24.1, 65.0, 63.5 1, 50, chisquared, 4, bnet, Y, 1285, 692, 1081, 2185, 66.2, 75.9, 45.7, 66.9, 63.5 1, 50, chisquared, 4, rbfnet, N, 1983, 1123, 894, 1243, 61.5, 52.5, 31.1, 58.2, 59.9 1, 50, chisquared, 4, rbfnet, Y, 1243, 894, 1123, 1983, 61.5, 68.9, 47.5, 63.8, 59.9 1, 50, chisquared, 5, nb, N, 3749, 1211, 698, 570, 69.3, 32.0, 15.7, 45.0, 50.7 1, 50, chisquared, 5, nb, Y, 570, 698, 1211, 3749, 69.3, 84.3, 68.0, 75.6, 50.7 1, 50, chisquared, 5, j48, N, 3878, 1359, 569, 422, 69.0, 23.7, 12.8, 42.6, 45.3 1, 50, chisquared, 5, j48, Y, 422, 569, 1359, 3878, 69.0, 87.2, 76.3, 74.1, 45.3 1, 50, chisquared, 5, zeror, N, 4447, 1781, 0, 0, 71.4, 0.0, 0.0, 0.0, 29.3 1, 50, chisquared, 5, zeror, Y, 0, 0, 1781, 4447, 71.4, 100.0, 100.0, 71.4, 29.3 1, 50, chisquared, 5, oner, N, 4306, 1676, 141, 105, 70.8, 5.9, 3.2, 42.7, 33.4 1, 50, chisquared, 5, oner, Y, 105, 141, 1676, 4306, 70.8, 96.8, 94.1, 72.0, 33.4 1, 50, chisquared, 5, adtree, N, 4167, 1426, 280, 355, 72.6, 19.9, 6.3, 55.9, 43.2 1, 50, chisquared, 5, adtree, Y, 355, 280, 1426, 4167, 72.6, 93.7, 80.1, 74.5, 43.2 1, 50, chisquared, 5, bnet, N, 3, 0, 0, 0, 100.0, 0.0, 0.0, 0.0, 0.0 1, 50, chisquared, 5, bnet, Y, 3, 0, 0, 0, 100.0, 0.0, 0.0, 0.0, 0.0 1, 50, chisquared, 5, rbfnet, N, 3974, 1360, 473, 421, 70.6, 23.6, 10.6, 47.1, 45.5 1, 50, chisquared, 5, rbfnet, Y, 421, 473, 1360, 3974, 70.6, 89.4, 76.4, 74.5, 45.5 1, 50, oneR, 1, nb, N, 2242, 1374, 607, 1020, 62.2, 42.6, 21.3, 62.7, 56.7 1, 50, oneR, 1, nb, Y, 1020, 607, 1374, 2242, 62.2, 78.7, 57.4, 62.0, 56.7 1, 50, oneR, 1, j48, N, 2066, 1251, 783, 1143, 61.2, 47.7, 27.5, 59.3, 58.3 1, 50, oneR, 1, j48, Y, 1143, 783, 1251, 2066, 61.2, 72.5, 52.3, 62.3, 58.3 1, 50, oneR, 1, zeror, N, 2849, 2394, 0, 0, 54.3, 0.0, 0.0, 0.0, 29.3 1, 50, oneR, 1, zeror, Y, 0, 0, 2394, 2849, 54.3, 100.0, 100.0, 54.3, 29.3 1, 50, oneR, 1, oner, N, 1675, 919, 1174, 1475, 60.1, 61.6, 41.2, 55.7, 60.2 1, 50, oneR, 1, oner, Y, 1475, 1174, 919, 1675, 60.1, 58.8, 38.4, 64.6, 60.2 1, 50, oneR, 1, adtree, N, 2142, 1076, 707, 1318, 66.0, 55.1, 24.8, 65.1, 63.7 1, 50, oneR, 1, adtree, Y, 1318, 707, 1076, 2142, 66.0, 75.2, 44.9, 66.6, 63.7 1, 50, oneR, 1, bnet, N, 2039, 983, 810, 1411, 65.8, 58.9, 28.4, 63.5, 64.7 1, 50, oneR, 1, bnet, Y, 1411, 810, 983, 2039, 65.8, 71.6, 41.1, 67.5, 64.7 1, 50, oneR, 1, rbfnet, N, 1613, 793, 1236, 1601, 61.3, 66.9, 43.4, 56.4, 61.4 1, 50, oneR, 1, rbfnet, Y, 1601, 1236, 793, 1613, 61.3, 56.6, 33.1, 67.0, 61.4 1, 50, oneR, 2, nb, N, 2415, 1454, 481, 893, 63.1, 38.0, 16.6, 65.0, 54.6 1, 50, oneR, 2, nb, Y, 893, 481, 1454, 2415, 63.1, 83.4, 62.0, 62.4, 54.6 1, 50, oneR, 2, j48, N, 2149, 1294, 747, 1053, 61.1, 44.9, 25.8, 58.5, 57.0 1, 50, oneR, 2, j48, Y, 1053, 747, 1294, 2149, 61.1, 74.2, 55.1, 62.4, 57.0 1, 50, oneR, 2, zeror, N, 2896, 2347, 0, 0, 55.2, 0.0, 0.0, 0.0, 29.3 1, 50, oneR, 2, zeror, Y, 0, 0, 2347, 2896, 55.2, 100.0, 100.0, 55.2, 29.3 1, 50, oneR, 2, oner, N, 1725, 873, 1171, 1474, 61.0, 62.8, 40.4, 55.7, 61.2 1, 50, oneR, 2, oner, Y, 1474, 1171, 873, 1725, 61.0, 59.6, 37.2, 66.4, 61.2 1, 50, oneR, 2, adtree, N, 2217, 984, 679, 1363, 68.3, 58.1, 23.4, 66.7, 66.0 1, 50, oneR, 2, adtree, Y, 1363, 679, 984, 2217, 68.3, 76.6, 41.9, 69.3, 66.0 1, 50, oneR, 2, bnet, N, 2119, 972, 777, 1375, 66.6, 58.6, 26.8, 63.9, 65.1 1, 50, oneR, 2, bnet, Y, 1375, 777, 972, 2119, 66.6, 73.2, 41.4, 68.6, 65.1 1, 50, oneR, 2, rbfnet, N, 1441, 692, 1455, 1655, 59.1, 70.5, 50.2, 53.2, 58.8 1, 50, oneR, 2, rbfnet, Y, 1655, 1455, 692, 1441, 59.1, 49.8, 29.5, 67.6, 58.8 1, 50, oneR, 3, nb, N, 2301, 1316, 578, 1048, 63.9, 44.3, 20.1, 64.5, 58.2 1, 50, oneR, 3, nb, Y, 1048, 578, 1316, 2301, 63.9, 79.9, 55.7, 63.6, 58.2 1, 50, oneR, 3, j48, N, 1925, 1066, 954, 1298, 61.5, 54.9, 33.1, 57.6, 60.4 1, 50, oneR, 3, j48, Y, 1298, 954, 1066, 1925, 61.5, 66.9, 45.1, 64.4, 60.4 1, 50, oneR, 3, zeror, N, 2879, 2364, 0, 0, 54.9, 0.0, 0.0, 0.0, 29.3 1, 50, oneR, 3, zeror, Y, 0, 0, 2364, 2879, 54.9, 100.0, 100.0, 54.9, 29.3 1, 50, oneR, 3, oner, N, 1773, 851, 1106, 1513, 62.7, 64.0, 38.4, 57.8, 62.8 1, 50, oneR, 3, oner, Y, 1513, 1106, 851, 1773, 62.7, 61.6, 36.0, 67.6, 62.8 1, 50, oneR, 3, adtree, N, 2220, 1006, 659, 1358, 68.2, 57.4, 22.9, 67.3, 65.8 1, 50, oneR, 3, adtree, Y, 1358, 659, 1006, 2220, 68.2, 77.1, 42.6, 68.8, 65.8 1, 50, oneR, 3, bnet, N, 2112, 955, 767, 1409, 67.2, 59.6, 26.6, 64.8, 65.8 1, 50, oneR, 3, bnet, Y, 1409, 767, 955, 2112, 67.2, 73.4, 40.4, 68.9, 65.8 1, 50, oneR, 3, rbfnet, N, 2608, 1857, 271, 507, 59.4, 21.4, 9.4, 65.2, 44.1 1, 50, oneR, 3, rbfnet, Y, 507, 271, 1857, 2608, 59.4, 90.6, 78.6, 58.4, 44.1 1, 50, oneR, 4, nb, N, 2342, 1431, 531, 939, 62.6, 39.6, 18.5, 63.9, 55.3 1, 50, oneR, 4, nb, Y, 939, 531, 1431, 2342, 62.6, 81.5, 60.4, 62.1, 55.3 1, 50, oneR, 4, j48, N, 2128, 1332, 745, 1038, 60.4, 43.8, 25.9, 58.2, 56.2 1, 50, oneR, 4, j48, Y, 1038, 745, 1332, 2128, 60.4, 74.1, 56.2, 61.5, 56.2 1, 50, oneR, 4, zeror, N, 2873, 2370, 0, 0, 54.8, 0.0, 0.0, 0.0, 29.3 1, 50, oneR, 4, zeror, Y, 0, 0, 2370, 2873, 54.8, 100.0, 100.0, 54.8, 29.3 1, 50, oneR, 4, oner, N, 1731, 935, 1142, 1435, 60.4, 60.5, 39.7, 55.7, 60.4 1, 50, oneR, 4, oner, Y, 1435, 1142, 935, 1731, 60.4, 60.3, 39.5, 64.9, 60.4 1, 50, oneR, 4, adtree, N, 2282, 1127, 591, 1243, 67.2, 52.4, 20.6, 67.8, 63.4 1, 50, oneR, 4, adtree, Y, 1243, 591, 1127, 2282, 67.2, 79.4, 47.6, 66.9, 63.4 1, 50, oneR, 4, bnet, N, 2103, 1002, 770, 1368, 66.2, 57.7, 26.8, 64.0, 64.6 1, 50, oneR, 4, bnet, Y, 1368, 770, 1002, 2103, 66.2, 73.2, 42.3, 67.7, 64.6 1, 50, oneR, 4, rbfnet, N, 2254, 1241, 619, 1129, 64.5, 47.6, 21.5, 64.6, 60.0 1, 50, oneR, 4, rbfnet, Y, 1129, 619, 1241, 2254, 64.5, 78.5, 52.4, 64.5, 60.0 1, 50, oneR, 5, nb, N, 3541, 1130, 863, 653, 67.8, 36.6, 19.6, 43.1, 53.1 1, 50, oneR, 5, nb, Y, 653, 863, 1130, 3541, 67.8, 80.4, 63.4, 75.8, 53.1 1, 50, oneR, 5, j48, N, 4404, 1783, 0, 0, 71.2, 0.0, 0.0, 0.0, 29.3 1, 50, oneR, 5, j48, Y, 0, 0, 1783, 4404, 71.2, 100.0, 100.0, 71.2, 29.3 1, 50, oneR, 5, zeror, N, 4404, 1783, 0, 0, 71.2, 0.0, 0.0, 0.0, 29.3 1, 50, oneR, 5, zeror, Y, 0, 0, 1783, 4404, 71.2, 100.0, 100.0, 71.2, 29.3 1, 50, oneR, 5, oner, N, 4287, 1686, 117, 97, 70.9, 5.4, 2.7, 45.3, 33.1 1, 50, oneR, 5, oner, Y, 97, 117, 1686, 4287, 70.9, 97.3, 94.6, 71.8, 33.1 1, 50, oneR, 5, adtree, N, 4002, 1332, 402, 451, 72.0, 25.3, 9.1, 52.9, 46.8 1, 50, oneR, 5, adtree, Y, 451, 402, 1332, 4002, 72.0, 90.9, 74.7, 75.0, 46.8 1, 50, oneR, 5, bnet, N, 4099, 1476, 305, 307, 71.2, 17.2, 6.9, 50.2, 41.3 1, 50, oneR, 5, bnet, Y, 307, 305, 1476, 4099, 71.2, 93.1, 82.8, 73.5, 41.3 1, 50, oneR, 5, rbfnet, N, 4404, 1783, 0, 0, 71.2, 0.0, 0.0, 0.0, 29.3 1, 50, oneR, 5, rbfnet, Y, 0, 0, 1783, 4404, 71.2, 100.0, 100.0, 71.2, 29.3 2, 30, cfs, 1, nb, N, 2364, 1418, 542, 919, 62.6, 39.3, 18.7, 62.9, 55.1 2, 30, cfs, 1, nb, Y, 919, 542, 1418, 2364, 62.6, 81.3, 60.7, 62.5, 55.1 2, 30, cfs, 1, j48, N, 1938, 1074, 968, 1263, 61.1, 54.0, 33.3, 56.6, 59.9 2, 30, cfs, 1, j48, Y, 1263, 968, 1074, 1938, 61.1, 66.7, 46.0, 64.3, 59.9 2, 30, cfs, 1, zeror, N, 2906, 2337, 0, 0, 55.4, 0.0, 0.0, 0.0, 29.3 2, 30, cfs, 1, zeror, Y, 0, 0, 2337, 2906, 55.4, 100.0, 100.0, 55.4, 29.3 2, 30, cfs, 1, oner, N, 1723, 849, 1183, 1488, 61.2, 63.7, 40.7, 55.7, 61.4 2, 30, cfs, 1, oner, Y, 1488, 1183, 849, 1723, 61.2, 59.3, 36.3, 67.0, 61.4 2, 30, cfs, 1, adtree, N, 2164, 996, 742, 1341, 66.9, 57.4, 25.5, 64.4, 64.9 2, 30, cfs, 1, adtree, Y, 1341, 742, 996, 2164, 66.9, 74.5, 42.6, 68.5, 64.9 2, 30, cfs, 1, bnet, N, 2123, 1037, 783, 1300, 65.3, 55.6, 26.9, 62.4, 63.3 2, 30, cfs, 1, bnet, Y, 1300, 783, 1037, 2123, 65.3, 73.1, 44.4, 67.2, 63.3 2, 30, cfs, 1, rbfnet, N, 2263, 1327, 643, 1010, 62.4, 43.2, 22.1, 61.1, 56.9 2, 30, cfs, 1, rbfnet, Y, 1010, 643, 1327, 2263, 62.4, 77.9, 56.8, 63.0, 56.9 2, 30, cfs, 2, nb, N, 2853, 1467, 725, 937, 63.4, 39.0, 20.3, 56.4, 54.5 2, 30, cfs, 2, nb, Y, 937, 725, 1467, 2853, 63.4, 79.7, 61.0, 66.0, 54.5 2, 30, cfs, 2, j48, N, 2844, 1595, 734, 809, 61.1, 33.7, 20.5, 52.4, 50.9 2, 30, cfs, 2, j48, Y, 809, 734, 1595, 2844, 61.1, 79.5, 66.3, 64.1, 50.9 2, 30, cfs, 2, zeror, N, 3578, 2404, 0, 0, 59.8, 0.0, 0.0, 0.0, 29.3 2, 30, cfs, 2, zeror, Y, 0, 0, 2404, 3578, 59.8, 100.0, 100.0, 59.8, 29.3 2, 30, cfs, 2, oner, N, 2276, 894, 1302, 1510, 63.3, 62.8, 36.4, 53.7, 63.2 2, 30, cfs, 2, oner, Y, 1510, 1302, 894, 2276, 63.3, 63.6, 37.2, 71.8, 63.2 2, 30, cfs, 2, adtree, N, 2906, 1228, 672, 1176, 68.2, 48.9, 18.8, 63.6, 61.5 2, 30, cfs, 2, adtree, Y, 1176, 672, 1228, 2906, 68.2, 81.2, 51.1, 70.3, 61.5 2, 30, cfs, 2, bnet, N, 2973, 1550, 605, 854, 64.0, 35.5, 16.9, 58.5, 52.9 2, 30, cfs, 2, bnet, Y, 854, 605, 1550, 2973, 64.0, 83.1, 64.5, 65.7, 52.9 2, 30, cfs, 2, rbfnet, N, 3017, 1797, 561, 607, 60.6, 25.2, 15.7, 52.0, 46.0 2, 30, cfs, 2, rbfnet, Y, 607, 561, 1797, 3017, 60.6, 84.3, 74.8, 62.7, 46.0 2, 30, cfs, 3, nb, N, 2734, 1251, 930, 1068, 63.5, 46.1, 25.4, 53.5, 57.8 2, 30, cfs, 3, nb, Y, 1068, 930, 1251, 2734, 63.5, 74.6, 53.9, 68.6, 57.8 2, 30, cfs, 3, j48, N, 2973, 1554, 691, 765, 62.5, 33.0, 18.9, 52.5, 50.8 2, 30, cfs, 3, j48, Y, 765, 691, 1554, 2973, 62.5, 81.1, 67.0, 65.7, 50.8 2, 30, cfs, 3, zeror, N, 3664, 2319, 0, 0, 61.2, 0.0, 0.0, 0.0, 29.3 2, 30, cfs, 3, zeror, Y, 0, 0, 2319, 3664, 61.2, 100.0, 100.0, 61.2, 29.3 2, 30, cfs, 3, oner, N, 2355, 923, 1309, 1396, 62.7, 60.2, 35.7, 51.6, 62.2 2, 30, cfs, 3, oner, Y, 1396, 1309, 923, 2355, 62.7, 64.3, 39.8, 71.8, 62.2 2, 30, cfs, 3, adtree, N, 2878, 1190, 786, 1129, 67.0, 48.7, 21.5, 59.0, 60.7 2, 30, cfs, 3, adtree, Y, 1129, 786, 1190, 2878, 67.0, 78.5, 51.3, 70.7, 60.7 2, 30, cfs, 3, bnet, N, 3063, 1509, 601, 810, 64.7, 34.9, 16.4, 57.4, 52.5 2, 30, cfs, 3, bnet, Y, 810, 601, 1509, 3063, 64.7, 83.6, 65.1, 67.0, 52.5 2, 30, cfs, 3, rbfnet, N, 2824, 1440, 840, 879, 61.9, 37.9, 22.9, 51.1, 53.2 2, 30, cfs, 3, rbfnet, Y, 879, 840, 1440, 2824, 61.9, 77.1, 62.1, 66.2, 53.2 2, 30, cfs, 4, nb, N, 4075, 1258, 771, 638, 69.9, 33.6, 15.9, 45.3, 51.8 2, 30, cfs, 4, nb, Y, 638, 771, 1258, 4075, 69.9, 84.1, 66.4, 76.4, 51.8 2, 30, cfs, 4, j48, N, 4846, 1896, 0, 0, 71.9, 0.0, 0.0, 0.0, 29.3 2, 30, cfs, 4, j48, Y, 0, 0, 1896, 4846, 71.9, 100.0, 100.0, 71.9, 29.3 2, 30, cfs, 4, zeror, N, 4846, 1896, 0, 0, 71.9, 0.0, 0.0, 0.0, 29.3 2, 30, cfs, 4, zeror, Y, 0, 0, 1896, 4846, 71.9, 100.0, 100.0, 71.9, 29.3 2, 30, cfs, 4, oner, N, 4714, 1798, 132, 98, 71.4, 5.2, 2.7, 42.6, 32.9 2, 30, cfs, 4, oner, Y, 98, 132, 1798, 4714, 71.4, 97.3, 94.8, 72.4, 32.9 2, 30, cfs, 4, adtree, N, 4845, 1891, 1, 5, 71.9, 0.3, 0.0, 83.3, 29.5 2, 30, cfs, 4, adtree, Y, 5, 1, 1891, 4845, 71.9, 100.0, 99.7, 71.9, 29.5 2, 30, cfs, 4, bnet, N, 4559, 1650, 287, 246, 71.3, 13.0, 5.9, 46.2, 38.3 2, 30, cfs, 4, bnet, Y, 246, 287, 1650, 4559, 71.3, 94.1, 87.0, 73.4, 38.3 2, 30, cfs, 4, rbfnet, N, 4360, 1547, 486, 349, 69.8, 18.4, 10.0, 41.8, 41.9 2, 30, cfs, 4, rbfnet, Y, 349, 486, 1547, 4360, 69.8, 90.0, 81.6, 73.8, 41.9 2, 30, cfs, 5, nb, N, 3748, 1268, 711, 538, 68.4, 29.8, 15.9, 43.1, 49.1 2, 30, cfs, 5, nb, Y, 538, 711, 1268, 3748, 68.4, 84.1, 70.2, 74.7, 49.1 2, 30, cfs, 5, j48, N, 4459, 1806, 0, 0, 71.2, 0.0, 0.0, 0.0, 29.3 2, 30, cfs, 5, j48, Y, 0, 0, 1806, 4459, 71.2, 100.0, 100.0, 71.2, 29.3 2, 30, cfs, 5, zeror, N, 4459, 1806, 0, 0, 71.2, 0.0, 0.0, 0.0, 29.3 2, 30, cfs, 5, zeror, Y, 0, 0, 1806, 4459, 71.2, 100.0, 100.0, 71.2, 29.3 2, 30, cfs, 5, oner, N, 4315, 1691, 144, 115, 70.7, 6.4, 3.2, 44.4, 33.8 2, 30, cfs, 5, oner, Y, 115, 144, 1691, 4315, 70.7, 96.8, 93.6, 71.8, 33.8 2, 30, cfs, 5, adtree, N, 4455, 1802, 4, 4, 71.2, 0.2, 0.1, 50.0, 29.4 2, 30, cfs, 5, adtree, Y, 4, 4, 1802, 4455, 71.2, 99.9, 99.8, 71.2, 29.4 2, 30, cfs, 5, bnet, N, 4171, 1558, 288, 248, 70.5, 13.7, 6.5, 46.3, 38.8 2, 30, cfs, 5, bnet, Y, 248, 288, 1558, 4171, 70.5, 93.5, 86.3, 72.8, 38.8 2, 30, cfs, 5, rbfnet, N, 4011, 1439, 448, 367, 69.9, 20.3, 10.0, 45.0, 43.2 2, 30, cfs, 5, rbfnet, Y, 367, 448, 1439, 4011, 69.9, 90.0, 79.7, 73.6, 43.2 2, 30, infogain, 3, nb, N, 4514, 1693, 294, 242, 70.5, 12.5, 6.1, 45.1, 38.0 2, 30, infogain, 3, nb, Y, 242, 294, 1693, 4514, 70.5, 93.9, 87.5, 72.7, 38.0 2, 30, infogain, 3, j48, N, 4617, 1759, 191, 176, 71.1, 9.1, 4.0, 48.0, 35.7 2, 30, infogain, 3, j48, Y, 176, 191, 1759, 4617, 71.1, 96.0, 90.9, 72.4, 35.7 2, 30, infogain, 3, zeror, N, 4808, 1935, 0, 0, 71.3, 0.0, 0.0, 0.0, 29.3 2, 30, infogain, 3, zeror, Y, 0, 0, 1935, 4808, 71.3, 100.0, 100.0, 71.3, 29.3 2, 30, infogain, 3, oner, N, 4644, 1782, 164, 153, 71.1, 7.9, 3.4, 48.3, 34.8 2, 30, infogain, 3, oner, Y, 153, 164, 1782, 4644, 71.1, 96.6, 92.1, 72.3, 34.8 2, 30, infogain, 3, adtree, N, 4699, 1836, 109, 99, 71.2, 5.1, 2.3, 47.6, 32.9 2, 30, infogain, 3, adtree, Y, 99, 109, 1836, 4699, 71.2, 97.7, 94.9, 71.9, 32.9 2, 30, infogain, 3, bnet, N, 4602, 1749, 206, 186, 71.0, 9.6, 4.3, 47.4, 36.0 2, 30, infogain, 3, bnet, Y, 186, 206, 1749, 4602, 71.0, 95.7, 90.4, 72.5, 36.0 2, 30, infogain, 3, rbfnet, N, 4682, 1816, 126, 119, 71.2, 6.1, 2.6, 48.6, 33.6 2, 30, infogain, 3, rbfnet, Y, 119, 126, 1816, 4682, 71.2, 97.4, 93.9, 72.1, 33.6 2, 30, infogain, 4, nb, N, 4533, 1645, 301, 263, 71.1, 13.8, 6.2, 46.6, 38.9 2, 30, infogain, 4, nb, Y, 263, 301, 1645, 4533, 71.1, 93.8, 86.2, 73.4, 38.9 2, 30, infogain, 4, j48, N, 4655, 1745, 179, 163, 71.5, 8.5, 3.7, 47.7, 35.3 2, 30, infogain, 4, j48, Y, 163, 179, 1745, 4655, 71.5, 96.3, 91.5, 72.7, 35.3 2, 30, infogain, 4, zeror, N, 4834, 1908, 0, 0, 71.7, 0.0, 0.0, 0.0, 29.3 2, 30, infogain, 4, zeror, Y, 0, 0, 1908, 4834, 71.7, 100.0, 100.0, 71.7, 29.3 2, 30, infogain, 4, oner, N, 4678, 1767, 156, 141, 71.5, 7.4, 3.2, 47.5, 34.5 2, 30, infogain, 4, oner, Y, 141, 156, 1767, 4678, 71.5, 96.8, 92.6, 72.6, 34.5 2, 30, infogain, 4, adtree, N, 4644, 1728, 190, 180, 71.6, 9.4, 3.9, 48.6, 35.9 2, 30, infogain, 4, adtree, Y, 180, 190, 1728, 4644, 71.6, 96.1, 90.6, 72.9, 35.9 2, 30, infogain, 4, bnet, N, 4628, 1707, 206, 201, 71.6, 10.5, 4.3, 49.4, 36.7 2, 30, infogain, 4, bnet, Y, 201, 206, 1707, 4628, 71.6, 95.7, 89.5, 73.1, 36.7 2, 30, infogain, 4, rbfnet, N, 4777, 1835, 57, 73, 71.9, 3.8, 1.2, 56.2, 32.0 2, 30, infogain, 4, rbfnet, Y, 73, 57, 1835, 4777, 71.9, 98.8, 96.2, 72.2, 32.0 2, 30, infogain, 5, nb, N, 4130, 1524, 325, 274, 70.4, 15.2, 7.3, 45.7, 39.8 2, 30, infogain, 5, nb, Y, 274, 325, 1524, 4130, 70.4, 92.7, 84.8, 73.0, 39.8 2, 30, infogain, 5, j48, N, 4400, 1720, 55, 78, 71.6, 4.3, 1.2, 58.6, 32.4 2, 30, infogain, 5, j48, Y, 78, 55, 1720, 4400, 71.6, 98.8, 95.7, 71.9, 32.4 2, 30, infogain, 5, zeror, N, 4455, 1798, 0, 0, 71.2, 0.0, 0.0, 0.0, 29.3 2, 30, infogain, 5, zeror, Y, 0, 0, 1798, 4455, 71.2, 100.0, 100.0, 71.2, 29.3 2, 30, infogain, 5, oner, N, 4354, 1683, 101, 115, 71.5, 6.4, 2.3, 53.2, 33.8 2, 30, infogain, 5, oner, Y, 115, 101, 1683, 4354, 71.5, 97.7, 93.6, 72.1, 33.8 2, 30, infogain, 5, adtree, N, 4358, 1661, 97, 137, 71.9, 7.6, 2.2, 58.5, 34.7 2, 30, infogain, 5, adtree, Y, 137, 97, 1661, 4358, 71.9, 97.8, 92.4, 72.4, 34.7 2, 30, infogain, 5, bnet, N, 4315, 1636, 140, 162, 71.6, 9.0, 3.1, 53.6, 35.6 2, 30, infogain, 5, bnet, Y, 162, 140, 1636, 4315, 71.6, 96.9, 91.0, 72.5, 35.6 2, 30, infogain, 5, rbfnet, N, 4386, 1728, 69, 70, 71.3, 3.9, 1.5, 50.4, 32.0 2, 30, infogain, 5, rbfnet, Y, 70, 69, 1728, 4386, 71.3, 98.5, 96.1, 71.7, 32.0 2, 30, chisquared, 1, nb, N, 2330, 1367, 515, 1031, 64.1, 43.0, 18.1, 66.7, 57.7 2, 30, chisquared, 1, nb, Y, 1031, 515, 1367, 2330, 64.1, 81.9, 57.0, 63.0, 57.7 2, 30, chisquared, 1, j48, N, 2069, 1293, 776, 1105, 60.5, 46.1, 27.3, 58.7, 57.3 2, 30, chisquared, 1, j48, Y, 1105, 776, 1293, 2069, 60.5, 72.7, 53.9, 61.5, 57.3 2, 30, chisquared, 1, zeror, N, 2845, 2398, 0, 0, 54.3, 0.0, 0.0, 0.0, 29.3 2, 30, chisquared, 1, zeror, Y, 0, 0, 2398, 2845, 54.3, 100.0, 100.0, 54.3, 29.3 2, 30, chisquared, 1, oner, N, 1693, 794, 1152, 1604, 62.9, 66.9, 40.5, 58.2, 63.0 2, 30, chisquared, 1, oner, Y, 1604, 1152, 794, 1693, 62.9, 59.5, 33.1, 68.1, 63.0 2, 30, chisquared, 1, adtree, N, 2096, 985, 749, 1413, 66.9, 58.9, 26.3, 65.4, 65.5 2, 30, chisquared, 1, adtree, Y, 1413, 749, 985, 2096, 66.9, 73.7, 41.1, 68.0, 65.5 2, 30, chisquared, 1, bnet, N, 2172, 1170, 673, 1228, 64.8, 51.2, 23.7, 64.6, 61.7 2, 30, chisquared, 1, bnet, Y, 1228, 673, 1170, 2172, 64.8, 76.3, 48.8, 65.0, 61.7 2, 30, chisquared, 1, rbfnet, N, 2069, 1290, 776, 1108, 60.6, 46.2, 27.3, 58.8, 57.4 2, 30, chisquared, 1, rbfnet, Y, 1108, 776, 1290, 2069, 60.6, 72.7, 53.8, 61.6, 57.4 2, 30, chisquared, 3, nb, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 30, chisquared, 3, nb, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 30, chisquared, 3, j48, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 30, chisquared, 3, j48, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 30, chisquared, 3, zeror, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 30, chisquared, 3, zeror, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 30, chisquared, 3, oner, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 30, chisquared, 3, oner, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 30, chisquared, 3, adtree, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 30, chisquared, 3, adtree, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 30, chisquared, 3, bnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 30, chisquared, 3, bnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 30, chisquared, 3, rbfnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 30, chisquared, 3, rbfnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 30, chisquared, 4, nb, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 30, chisquared, 4, nb, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 30, chisquared, 4, j48, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 30, chisquared, 4, j48, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 30, chisquared, 4, zeror, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 30, chisquared, 4, zeror, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 30, chisquared, 4, oner, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 30, chisquared, 4, oner, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 30, chisquared, 4, adtree, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 30, chisquared, 4, adtree, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 30, chisquared, 4, bnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 30, chisquared, 4, bnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 30, chisquared, 4, rbfnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 30, chisquared, 4, rbfnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 30, chisquared, 5, nb, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 30, chisquared, 5, nb, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 30, chisquared, 5, j48, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 30, chisquared, 5, j48, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 30, chisquared, 5, zeror, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 30, chisquared, 5, zeror, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 30, chisquared, 5, oner, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 30, chisquared, 5, oner, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 30, chisquared, 5, adtree, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 30, chisquared, 5, adtree, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 30, chisquared, 5, bnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 30, chisquared, 5, bnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 30, chisquared, 5, rbfnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 30, chisquared, 5, rbfnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 30, oneR, 1, nb, N, 2300, 1416, 546, 981, 62.6, 40.9, 19.2, 64.2, 56.1 2, 30, oneR, 1, nb, Y, 981, 546, 1416, 2300, 62.6, 80.8, 59.1, 61.9, 56.1 2, 30, oneR, 1, j48, N, 2030, 1131, 816, 1266, 62.9, 52.8, 28.7, 60.8, 61.0 2, 30, oneR, 1, j48, Y, 1266, 816, 1131, 2030, 62.9, 71.3, 47.2, 64.2, 61.0 2, 30, oneR, 1, zeror, N, 2846, 2397, 0, 0, 54.3, 0.0, 0.0, 0.0, 29.3 2, 30, oneR, 1, zeror, Y, 0, 0, 2397, 2846, 54.3, 100.0, 100.0, 54.3, 29.3 2, 30, oneR, 1, oner, N, 1663, 928, 1183, 1469, 59.7, 61.3, 41.6, 55.4, 59.8 2, 30, oneR, 1, oner, Y, 1469, 1183, 928, 1663, 59.7, 58.4, 38.7, 64.2, 59.8 2, 30, oneR, 1, adtree, N, 2258, 1137, 588, 1260, 67.1, 52.6, 20.7, 68.2, 63.4 2, 30, oneR, 1, adtree, Y, 1260, 588, 1137, 2258, 67.1, 79.3, 47.4, 66.5, 63.4 2, 30, oneR, 1, bnet, N, 1966, 897, 880, 1500, 66.1, 62.6, 30.9, 63.0, 65.7 2, 30, oneR, 1, bnet, Y, 1500, 880, 897, 1966, 66.1, 69.1, 37.4, 68.7, 65.7 2, 30, oneR, 1, rbfnet, N, 1845, 870, 1001, 1527, 64.3, 63.7, 35.2, 60.4, 64.3 2, 30, oneR, 1, rbfnet, Y, 1527, 1001, 870, 1845, 64.3, 64.8, 36.3, 68.0, 64.3 2, 30, oneR, 2, nb, N, 2350, 1507, 484, 902, 62.0, 37.4, 17.1, 65.1, 54.1 2, 30, oneR, 2, nb, Y, 902, 484, 1507, 2350, 62.0, 82.9, 62.6, 60.9, 54.1 2, 30, oneR, 2, j48, N, 2061, 1191, 773, 1218, 62.5, 50.6, 27.3, 61.2, 60.1 2, 30, oneR, 2, j48, Y, 1218, 773, 1191, 2061, 62.5, 72.7, 49.4, 63.4, 60.1 2, 30, oneR, 2, zeror, N, 2834, 2409, 0, 0, 54.1, 0.0, 0.0, 0.0, 29.3 2, 30, oneR, 2, zeror, Y, 0, 0, 2409, 2834, 54.1, 100.0, 100.0, 54.1, 29.3 2, 30, oneR, 2, oner, N, 1630, 904, 1204, 1505, 59.8, 62.5, 42.5, 55.6, 59.9 2, 30, oneR, 2, oner, Y, 1505, 1204, 904, 1630, 59.8, 57.5, 37.5, 64.3, 59.9 2, 30, oneR, 2, adtree, N, 2209, 1091, 625, 1318, 67.3, 54.7, 22.1, 67.8, 64.4 2, 30, oneR, 2, adtree, Y, 1318, 625, 1091, 2209, 67.3, 77.9, 45.3, 66.9, 64.4 2, 30, oneR, 2, bnet, N, 1958, 903, 876, 1506, 66.1, 62.5, 30.9, 63.2, 65.6 2, 30, oneR, 2, bnet, Y, 1506, 876, 903, 1958, 66.1, 69.1, 37.5, 68.4, 65.6 2, 30, oneR, 2, rbfnet, N, 2019, 1130, 815, 1279, 62.9, 53.1, 28.8, 61.1, 61.1 2, 30, oneR, 2, rbfnet, Y, 1279, 815, 1130, 2019, 62.9, 71.2, 46.9, 64.1, 61.1 2, 30, oneR, 3, nb, N, 2342, 1424, 488, 989, 63.5, 41.0, 17.2, 67.0, 56.5 2, 30, oneR, 3, nb, Y, 989, 488, 1424, 2342, 63.5, 82.8, 59.0, 62.2, 56.5 2, 30, oneR, 3, j48, N, 1985, 1105, 845, 1308, 62.8, 54.2, 29.9, 60.8, 61.3 2, 30, oneR, 3, j48, Y, 1308, 845, 1105, 1985, 62.8, 70.1, 45.8, 64.2, 61.3 2, 30, oneR, 3, zeror, N, 2830, 2413, 0, 0, 54.0, 0.0, 0.0, 0.0, 29.3 2, 30, oneR, 3, zeror, Y, 0, 0, 2413, 2830, 54.0, 100.0, 100.0, 54.0, 29.3 2, 30, oneR, 3, oner, N, 1656, 898, 1174, 1515, 60.5, 62.8, 41.5, 56.3, 60.6 2, 30, oneR, 3, oner, Y, 1515, 1174, 898, 1656, 60.5, 58.5, 37.2, 64.8, 60.6 2, 30, oneR, 3, adtree, N, 2129, 940, 701, 1473, 68.7, 61.0, 24.8, 67.8, 67.4 2, 30, oneR, 3, adtree, Y, 1473, 701, 940, 2129, 68.7, 75.2, 39.0, 69.4, 67.4 2, 30, oneR, 3, bnet, N, 1993, 934, 837, 1479, 66.2, 61.3, 29.6, 63.9, 65.6 2, 30, oneR, 3, bnet, Y, 1479, 837, 934, 1993, 66.2, 70.4, 38.7, 68.1, 65.6 2, 30, oneR, 3, rbfnet, N, 2029, 1157, 801, 1256, 62.7, 52.1, 28.3, 61.1, 60.6 2, 30, oneR, 3, rbfnet, Y, 1256, 801, 1157, 2029, 62.7, 71.7, 47.9, 63.7, 60.6 2, 30, oneR, 4, nb, N, 2326, 1471, 524, 922, 61.9, 38.5, 18.4, 63.8, 54.6 2, 30, oneR, 4, nb, Y, 922, 524, 1471, 2326, 61.9, 81.6, 61.5, 61.3, 54.6 2, 30, oneR, 4, j48, N, 2094, 1226, 756, 1167, 62.2, 48.8, 26.5, 60.7, 59.2 2, 30, oneR, 4, j48, Y, 1167, 756, 1226, 2094, 62.2, 73.5, 51.2, 63.1, 59.2 2, 30, oneR, 4, zeror, N, 2850, 2393, 0, 0, 54.4, 0.0, 0.0, 0.0, 29.3 2, 30, oneR, 4, zeror, Y, 0, 0, 2393, 2850, 54.4, 100.0, 100.0, 54.4, 29.3 2, 30, oneR, 4, oner, N, 1675, 906, 1175, 1487, 60.3, 62.1, 41.2, 55.9, 60.4 2, 30, oneR, 4, oner, Y, 1487, 1175, 906, 1675, 60.3, 58.8, 37.9, 64.9, 60.4 2, 30, oneR, 4, adtree, N, 2238, 1121, 612, 1272, 66.9, 53.2, 21.5, 67.5, 63.6 2, 30, oneR, 4, adtree, Y, 1272, 612, 1121, 2238, 66.9, 78.5, 46.8, 66.6, 63.6 2, 30, oneR, 4, bnet, N, 1969, 888, 881, 1505, 66.3, 62.9, 30.9, 63.1, 65.8 2, 30, oneR, 4, bnet, Y, 1505, 881, 888, 1969, 66.3, 69.1, 37.1, 68.9, 65.8 2, 30, oneR, 4, rbfnet, N, 2122, 1202, 728, 1191, 63.2, 49.8, 25.5, 62.1, 60.2 2, 30, oneR, 4, rbfnet, Y, 1191, 728, 1202, 2122, 63.2, 74.5, 50.2, 63.8, 60.2 2, 30, oneR, 5, nb, N, 2568, 1240, 805, 980, 63.4, 44.1, 23.9, 54.9, 57.0 2, 30, oneR, 5, nb, Y, 980, 805, 1240, 2568, 63.4, 76.1, 55.9, 67.4, 57.0 2, 30, oneR, 5, j48, N, 2729, 1498, 644, 722, 61.7, 32.5, 19.1, 52.9, 50.4 2, 30, oneR, 5, j48, Y, 722, 644, 1498, 2729, 61.7, 80.9, 67.5, 64.6, 50.4 2, 30, oneR, 5, zeror, N, 3373, 2220, 0, 0, 60.3, 0.0, 0.0, 0.0, 29.3 2, 30, oneR, 5, zeror, Y, 0, 0, 2220, 3373, 60.3, 100.0, 100.0, 60.3, 29.3 2, 30, oneR, 5, oner, N, 2140, 888, 1233, 1332, 62.1, 60.0, 36.6, 51.9, 61.7 2, 30, oneR, 5, oner, Y, 1332, 1233, 888, 2140, 62.1, 63.4, 40.0, 70.7, 61.7 2, 30, oneR, 5, adtree, N, 2740, 1232, 633, 988, 66.7, 44.5, 18.8, 61.0, 58.6 2, 30, oneR, 5, adtree, Y, 988, 633, 1232, 2740, 66.7, 81.2, 55.5, 69.0, 58.6 2, 30, oneR, 5, bnet, N, 2887, 1498, 486, 722, 64.5, 32.5, 14.4, 59.8, 51.2 2, 30, oneR, 5, bnet, Y, 722, 486, 1498, 2887, 64.5, 85.6, 67.5, 65.8, 51.2 2, 30, oneR, 5, rbfnet, N, 2583, 1408, 790, 812, 60.7, 36.6, 23.4, 50.7, 52.2 2, 30, oneR, 5, rbfnet, Y, 812, 790, 1408, 2583, 60.7, 76.6, 63.4, 64.7, 52.2 2, 35, cfs, 1, nb, N, 2388, 1447, 493, 915, 63.0, 38.7, 17.1, 65.0, 55.0 2, 35, cfs, 1, nb, Y, 915, 493, 1447, 2388, 63.0, 82.9, 61.3, 62.3, 55.0 2, 35, cfs, 1, j48, N, 2021, 1160, 860, 1202, 61.5, 50.9, 29.9, 58.3, 59.4 2, 35, cfs, 1, j48, Y, 1202, 860, 1160, 2021, 61.5, 70.1, 49.1, 63.5, 59.4 2, 35, cfs, 1, zeror, N, 2881, 2362, 0, 0, 54.9, 0.0, 0.0, 0.0, 29.3 2, 35, cfs, 1, zeror, Y, 0, 0, 2362, 2881, 54.9, 100.0, 100.0, 54.9, 29.3 2, 35, cfs, 1, oner, N, 1737, 851, 1144, 1511, 61.9, 64.0, 39.7, 56.9, 62.1 2, 35, cfs, 1, oner, Y, 1511, 1144, 851, 1737, 61.9, 60.3, 36.0, 67.1, 62.1 2, 35, cfs, 1, adtree, N, 2248, 1079, 633, 1283, 67.3, 54.3, 22.0, 67.0, 64.2 2, 35, cfs, 1, adtree, Y, 1283, 633, 1079, 2248, 67.3, 78.0, 45.7, 67.6, 64.2 2, 35, cfs, 1, bnet, N, 2139, 1088, 742, 1274, 65.1, 53.9, 25.8, 63.2, 62.7 2, 35, cfs, 1, bnet, Y, 1274, 742, 1088, 2139, 65.1, 74.2, 46.1, 66.3, 62.7 2, 35, cfs, 1, rbfnet, N, 2197, 1232, 684, 1130, 63.5, 47.8, 23.7, 62.3, 59.5 2, 35, cfs, 1, rbfnet, Y, 1130, 684, 1232, 2197, 63.5, 76.3, 52.2, 64.1, 59.5 2, 35, cfs, 2, nb, N, 2333, 1489, 493, 928, 62.2, 38.4, 17.4, 65.3, 54.7 2, 35, cfs, 2, nb, Y, 928, 493, 1489, 2333, 62.2, 82.6, 61.6, 61.0, 54.7 2, 35, cfs, 2, j48, N, 2254, 1505, 572, 912, 60.4, 37.7, 20.2, 61.5, 53.7 2, 35, cfs, 2, j48, Y, 912, 572, 1505, 2254, 60.4, 79.8, 62.3, 60.0, 53.7 2, 35, cfs, 2, zeror, N, 2826, 2417, 0, 0, 53.9, 0.0, 0.0, 0.0, 29.3 2, 35, cfs, 2, zeror, Y, 0, 0, 2417, 2826, 53.9, 100.0, 100.0, 53.9, 29.3 2, 35, cfs, 2, oner, N, 1679, 874, 1147, 1543, 61.5, 63.8, 40.6, 57.4, 61.6 2, 35, cfs, 2, oner, Y, 1543, 1147, 874, 1679, 61.5, 59.4, 36.2, 65.8, 61.6 2, 35, cfs, 2, adtree, N, 2008, 917, 818, 1500, 66.9, 62.1, 28.9, 64.7, 66.3 2, 35, cfs, 2, adtree, Y, 1500, 818, 917, 2008, 66.9, 71.1, 37.9, 68.6, 66.3 2, 35, cfs, 2, bnet, N, 2127, 1069, 699, 1348, 66.3, 55.8, 24.7, 65.9, 64.2 2, 35, cfs, 2, bnet, Y, 1348, 699, 1069, 2127, 66.3, 75.3, 44.2, 66.6, 64.2 2, 35, cfs, 2, rbfnet, N, 2011, 1250, 815, 1167, 60.6, 48.3, 28.8, 58.9, 58.1 2, 35, cfs, 2, rbfnet, Y, 1167, 815, 1250, 2011, 60.6, 71.2, 51.7, 61.7, 58.1 2, 35, cfs, 3, nb, N, 2277, 1364, 604, 998, 62.5, 42.3, 21.0, 62.3, 56.6 2, 35, cfs, 3, nb, Y, 998, 604, 1364, 2277, 62.5, 79.0, 57.7, 62.5, 56.6 2, 35, cfs, 3, j48, N, 2233, 1446, 648, 916, 60.1, 38.8, 22.5, 58.6, 53.9 2, 35, cfs, 3, j48, Y, 916, 648, 1446, 2233, 60.1, 77.5, 61.2, 60.7, 53.9 2, 35, cfs, 3, zeror, N, 2881, 2362, 0, 0, 54.9, 0.0, 0.0, 0.0, 29.3 2, 35, cfs, 3, zeror, Y, 0, 0, 2362, 2881, 54.9, 100.0, 100.0, 54.9, 29.3 2, 35, cfs, 3, oner, N, 1698, 901, 1183, 1461, 60.3, 61.9, 41.1, 55.3, 60.4 2, 35, cfs, 3, oner, Y, 1461, 1183, 901, 1698, 60.3, 58.9, 38.1, 65.3, 60.4 2, 35, cfs, 3, adtree, N, 2139, 965, 742, 1397, 67.4, 59.1, 25.8, 65.3, 65.8 2, 35, cfs, 3, adtree, Y, 1397, 742, 965, 2139, 67.4, 74.2, 40.9, 68.9, 65.8 2, 35, cfs, 3, bnet, N, 2171, 1046, 710, 1316, 66.5, 55.7, 24.6, 65.0, 64.2 2, 35, cfs, 3, bnet, Y, 1316, 710, 1046, 2171, 66.5, 75.4, 44.3, 67.5, 64.2 2, 35, cfs, 3, rbfnet, N, 2093, 1178, 788, 1184, 62.5, 50.1, 27.4, 60.0, 59.8 2, 35, cfs, 3, rbfnet, Y, 1184, 788, 1178, 2093, 62.5, 72.6, 49.9, 64.0, 59.8 2, 35, cfs, 4, nb, N, 2722, 1352, 843, 1065, 63.3, 44.1, 23.6, 55.8, 57.1 2, 35, cfs, 4, nb, Y, 1065, 843, 1352, 2722, 63.3, 76.4, 55.9, 66.8, 57.1 2, 35, cfs, 4, j48, N, 2910, 1640, 655, 777, 61.6, 32.1, 18.4, 54.3, 50.3 2, 35, cfs, 4, j48, Y, 777, 655, 1640, 2910, 61.6, 81.6, 67.9, 64.0, 50.3 2, 35, cfs, 4, zeror, N, 3565, 2417, 0, 0, 59.6, 0.0, 0.0, 0.0, 29.3 2, 35, cfs, 4, zeror, Y, 0, 0, 2417, 3565, 59.6, 100.0, 100.0, 59.6, 29.3 2, 35, cfs, 4, oner, N, 2239, 893, 1326, 1524, 62.9, 63.1, 37.2, 53.5, 62.9 2, 35, cfs, 4, oner, Y, 1524, 1326, 893, 2239, 62.9, 62.8, 36.9, 71.5, 62.9 2, 35, cfs, 4, adtree, N, 2966, 1338, 599, 1079, 67.6, 44.6, 16.8, 64.3, 59.1 2, 35, cfs, 4, adtree, Y, 1079, 599, 1338, 2966, 67.6, 83.2, 55.4, 68.9, 59.1 2, 35, cfs, 4, bnet, N, 2988, 1586, 577, 831, 63.8, 34.4, 16.2, 59.0, 52.2 2, 35, cfs, 4, bnet, Y, 831, 577, 1586, 2988, 63.8, 83.8, 65.6, 65.3, 52.2 2, 35, cfs, 4, rbfnet, N, 2750, 1521, 815, 896, 60.9, 37.1, 22.9, 52.4, 52.7 2, 35, cfs, 4, rbfnet, Y, 896, 815, 1521, 2750, 60.9, 77.1, 62.9, 64.4, 52.7 2, 35, cfs, 5, nb, N, 3838, 1466, 556, 380, 67.6, 20.6, 12.7, 40.6, 43.1 2, 35, cfs, 5, nb, Y, 380, 556, 1466, 3838, 67.6, 87.3, 79.4, 72.4, 43.1 2, 35, cfs, 5, j48, N, 4260, 1711, 134, 135, 70.4, 7.3, 3.0, 50.2, 34.4 2, 35, cfs, 5, j48, Y, 135, 134, 1711, 4260, 70.4, 97.0, 92.7, 71.3, 34.4 2, 35, cfs, 5, zeror, N, 4394, 1846, 0, 0, 70.4, 0.0, 0.0, 0.0, 29.3 2, 35, cfs, 5, zeror, Y, 0, 0, 1846, 4394, 70.4, 100.0, 100.0, 70.4, 29.3 2, 35, cfs, 5, oner, N, 4295, 1757, 99, 89, 70.3, 4.8, 2.3, 47.3, 32.7 2, 35, cfs, 5, oner, Y, 89, 99, 1757, 4295, 70.3, 97.7, 95.2, 71.0, 32.7 2, 35, cfs, 5, adtree, N, 4271, 1715, 123, 131, 70.5, 7.1, 2.8, 51.6, 34.3 2, 35, cfs, 5, adtree, Y, 131, 123, 1715, 4271, 70.5, 97.2, 92.9, 71.3, 34.3 2, 35, cfs, 5, bnet, N, 4158, 1625, 236, 221, 70.2, 12.0, 5.4, 48.4, 37.6 2, 35, cfs, 5, bnet, Y, 221, 236, 1625, 4158, 70.2, 94.6, 88.0, 71.9, 37.6 2, 35, cfs, 5, rbfnet, N, 4394, 1846, 0, 0, 70.4, 0.0, 0.0, 0.0, 29.3 2, 35, cfs, 5, rbfnet, Y, 0, 0, 1846, 4394, 70.4, 100.0, 100.0, 70.4, 29.3 2, 35, infogain, 1, nb, N, 2327, 1379, 547, 990, 63.3, 41.8, 19.0, 64.4, 56.7 2, 35, infogain, 1, nb, Y, 990, 547, 1379, 2327, 63.3, 81.0, 58.2, 62.8, 56.7 2, 35, infogain, 1, j48, N, 2090, 1309, 784, 1060, 60.1, 44.7, 27.3, 57.5, 56.4 2, 35, infogain, 1, j48, Y, 1060, 784, 1309, 2090, 60.1, 72.7, 55.3, 61.5, 56.4 2, 35, infogain, 1, zeror, N, 2874, 2369, 0, 0, 54.8, 0.0, 0.0, 0.0, 29.3 2, 35, infogain, 1, zeror, Y, 0, 0, 2369, 2874, 54.8, 100.0, 100.0, 54.8, 29.3 2, 35, infogain, 1, oner, N, 1660, 868, 1214, 1501, 60.3, 63.4, 42.2, 55.3, 60.5 2, 35, infogain, 1, oner, Y, 1501, 1214, 868, 1660, 60.3, 57.8, 36.6, 65.7, 60.5 2, 35, infogain, 1, adtree, N, 2112, 923, 762, 1446, 67.9, 61.0, 26.5, 65.5, 66.7 2, 35, infogain, 1, adtree, Y, 1446, 762, 923, 2112, 67.9, 73.5, 39.0, 69.6, 66.7 2, 35, infogain, 1, bnet, N, 2197, 1149, 677, 1220, 65.2, 51.5, 23.6, 64.3, 61.9 2, 35, infogain, 1, bnet, Y, 1220, 677, 1149, 2197, 65.2, 76.4, 48.5, 65.7, 61.9 2, 35, infogain, 1, rbfnet, N, 1512, 786, 1362, 1583, 59.0, 66.8, 47.4, 53.8, 59.1 2, 35, infogain, 1, rbfnet, Y, 1583, 1362, 786, 1512, 59.0, 52.6, 33.2, 65.8, 59.1 2, 35, infogain, 2, nb, N, 2316, 1368, 566, 993, 63.1, 42.1, 19.6, 63.7, 56.7 2, 35, infogain, 2, nb, Y, 993, 566, 1368, 2316, 63.1, 80.4, 57.9, 62.9, 56.7 2, 35, infogain, 2, j48, N, 2170, 1348, 712, 1013, 60.7, 42.9, 24.7, 58.7, 56.0 2, 35, infogain, 2, j48, Y, 1013, 712, 1348, 2170, 60.7, 75.3, 57.1, 61.7, 56.0 2, 35, infogain, 2, zeror, N, 2882, 2361, 0, 0, 55.0, 0.0, 0.0, 0.0, 29.3 2, 35, infogain, 2, zeror, Y, 0, 0, 2361, 2882, 55.0, 100.0, 100.0, 55.0, 29.3 2, 35, infogain, 2, oner, N, 1696, 902, 1186, 1459, 60.2, 61.8, 41.2, 55.2, 60.3 2, 35, infogain, 2, oner, Y, 1459, 1186, 902, 1696, 60.2, 58.8, 38.2, 65.3, 60.3 2, 35, infogain, 2, adtree, N, 2046, 911, 836, 1450, 66.7, 61.4, 29.0, 63.4, 65.9 2, 35, infogain, 2, adtree, Y, 1450, 836, 911, 2046, 66.7, 71.0, 38.6, 69.2, 65.9 2, 35, infogain, 2, bnet, N, 2226, 1180, 656, 1181, 65.0, 50.0, 22.8, 64.3, 61.2 2, 35, infogain, 2, bnet, Y, 1181, 656, 1180, 2226, 65.0, 77.2, 50.0, 65.4, 61.2 2, 35, infogain, 2, rbfnet, N, 2571, 1889, 311, 472, 58.0, 20.0, 10.8, 60.3, 42.9 2, 35, infogain, 2, rbfnet, Y, 472, 311, 1889, 2571, 58.0, 89.2, 80.0, 57.6, 42.9 2, 35, infogain, 3, nb, N, 2282, 1382, 557, 1022, 63.0, 42.5, 19.6, 64.7, 57.0 2, 35, infogain, 3, nb, Y, 1022, 557, 1382, 2282, 63.0, 80.4, 57.5, 62.3, 57.0 2, 35, infogain, 3, j48, N, 2167, 1435, 672, 969, 59.8, 40.3, 23.7, 59.0, 54.6 2, 35, infogain, 3, j48, Y, 969, 672, 1435, 2167, 59.8, 76.3, 59.7, 60.2, 54.6 2, 35, infogain, 3, zeror, N, 2839, 2404, 0, 0, 54.1, 0.0, 0.0, 0.0, 29.3 2, 35, infogain, 3, zeror, Y, 0, 0, 2404, 2839, 54.1, 100.0, 100.0, 54.1, 29.3 2, 35, infogain, 3, oner, N, 1709, 843, 1130, 1561, 62.4, 64.9, 39.8, 58.0, 62.5 2, 35, infogain, 3, oner, Y, 1561, 1130, 843, 1709, 62.4, 60.2, 35.1, 67.0, 62.5 2, 35, infogain, 3, adtree, N, 2132, 1049, 707, 1355, 66.5, 56.4, 24.9, 65.7, 64.5 2, 35, infogain, 3, adtree, Y, 1355, 707, 1049, 2132, 66.5, 75.1, 43.6, 67.0, 64.5 2, 35, infogain, 3, bnet, N, 2175, 1152, 664, 1252, 65.4, 52.1, 23.4, 65.3, 62.3 2, 35, infogain, 3, bnet, Y, 1252, 664, 1152, 2175, 65.4, 76.6, 47.9, 65.4, 62.3 2, 35, infogain, 3, rbfnet, N, 2149, 1282, 690, 1122, 62.4, 46.7, 24.3, 61.9, 58.6 2, 35, infogain, 3, rbfnet, Y, 1122, 690, 1282, 2149, 62.4, 75.7, 53.3, 62.6, 58.6 2, 35, infogain, 5, nb, N, 2757, 1330, 598, 885, 65.4, 40.0, 17.8, 59.7, 55.7 2, 35, infogain, 5, nb, Y, 885, 598, 1330, 2757, 65.4, 82.2, 60.0, 67.5, 55.7 2, 35, infogain, 5, j48, N, 2725, 1284, 630, 931, 65.6, 42.0, 18.8, 59.6, 56.9 2, 35, infogain, 5, j48, Y, 931, 630, 1284, 2725, 65.6, 81.2, 58.0, 68.0, 56.9 2, 35, infogain, 5, zeror, N, 3355, 2215, 0, 0, 60.2, 0.0, 0.0, 0.0, 29.3 2, 35, infogain, 5, zeror, Y, 0, 0, 2215, 3355, 60.2, 100.0, 100.0, 60.2, 29.3 2, 35, infogain, 5, oner, N, 2172, 944, 1183, 1271, 61.8, 57.4, 35.3, 51.8, 60.9 2, 35, infogain, 5, oner, Y, 1271, 1183, 944, 2172, 61.8, 64.7, 42.6, 69.7, 60.9 2, 35, infogain, 5, adtree, N, 2648, 1048, 707, 1167, 68.5, 52.7, 21.1, 62.3, 63.4 2, 35, infogain, 5, adtree, Y, 1167, 707, 1048, 2648, 68.5, 78.9, 47.3, 71.6, 63.4 2, 35, infogain, 5, bnet, N, 2453, 970, 902, 1245, 66.4, 56.2, 26.9, 58.0, 63.7 2, 35, infogain, 5, bnet, Y, 1245, 902, 970, 2453, 66.4, 73.1, 43.8, 71.7, 63.7 2, 35, infogain, 5, rbfnet, N, 2990, 1554, 365, 661, 65.5, 29.8, 10.9, 64.4, 49.8 2, 35, infogain, 5, rbfnet, Y, 661, 365, 1554, 2990, 65.5, 89.1, 70.2, 65.8, 49.8 2, 35, chisquared, 1, nb, N, 2381, 1412, 510, 940, 63.3, 40.0, 17.6, 64.8, 55.8 2, 35, chisquared, 1, nb, Y, 940, 510, 1412, 2381, 63.3, 82.4, 60.0, 62.8, 55.8 2, 35, chisquared, 1, j48, N, 2121, 1335, 770, 1017, 59.9, 43.2, 26.6, 56.9, 55.7 2, 35, chisquared, 1, j48, Y, 1017, 770, 1335, 2121, 59.9, 73.4, 56.8, 61.4, 55.7 2, 35, chisquared, 1, zeror, N, 2891, 2352, 0, 0, 55.1, 0.0, 0.0, 0.0, 29.3 2, 35, chisquared, 1, zeror, Y, 0, 0, 2352, 2891, 55.1, 100.0, 100.0, 55.1, 29.3 2, 35, chisquared, 1, oner, N, 1707, 928, 1184, 1424, 59.7, 60.5, 41.0, 54.6, 59.8 2, 35, chisquared, 1, oner, Y, 1424, 1184, 928, 1707, 59.7, 59.0, 39.5, 64.8, 59.8 2, 35, chisquared, 1, adtree, N, 2072, 925, 819, 1427, 66.7, 60.7, 28.3, 63.5, 65.7 2, 35, chisquared, 1, adtree, Y, 1427, 819, 925, 2072, 66.7, 71.7, 39.3, 69.1, 65.7 2, 35, chisquared, 1, bnet, N, 2207, 1143, 684, 1209, 65.2, 51.4, 23.7, 63.9, 61.8 2, 35, chisquared, 1, bnet, Y, 1209, 684, 1143, 2207, 65.2, 76.3, 48.6, 65.9, 61.8 2, 35, chisquared, 1, rbfnet, N, 2588, 1917, 303, 435, 57.7, 18.5, 10.5, 58.9, 41.9 2, 35, chisquared, 1, rbfnet, Y, 435, 303, 1917, 2588, 57.7, 89.5, 81.5, 57.4, 41.9 2, 35, chisquared, 2, nb, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 35, chisquared, 2, nb, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 35, chisquared, 2, j48, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 35, chisquared, 2, j48, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 35, chisquared, 2, zeror, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 35, chisquared, 2, zeror, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 35, chisquared, 2, oner, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 35, chisquared, 2, oner, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 35, chisquared, 2, adtree, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 35, chisquared, 2, adtree, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 35, chisquared, 2, bnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 35, chisquared, 2, bnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 35, chisquared, 2, rbfnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 35, chisquared, 2, rbfnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 35, chisquared, 3, nb, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 35, chisquared, 3, nb, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 35, chisquared, 3, j48, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 35, chisquared, 3, j48, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 35, chisquared, 3, zeror, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 35, chisquared, 3, zeror, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 35, chisquared, 3, oner, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 35, chisquared, 3, oner, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 35, chisquared, 3, adtree, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 35, chisquared, 3, adtree, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 35, chisquared, 3, bnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 35, chisquared, 3, bnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 35, chisquared, 3, rbfnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 35, chisquared, 3, rbfnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 35, oneR, 1, nb, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 35, oneR, 1, nb, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 35, oneR, 1, j48, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 35, oneR, 1, j48, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 35, oneR, 1, zeror, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 35, oneR, 1, zeror, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 35, oneR, 1, oner, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 35, oneR, 1, oner, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 35, oneR, 1, adtree, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 35, oneR, 1, adtree, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 35, oneR, 1, bnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 35, oneR, 1, bnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 35, oneR, 1, rbfnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 35, oneR, 1, rbfnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 35, oneR, 2, nb, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 35, oneR, 2, nb, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 35, oneR, 2, j48, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 35, oneR, 2, j48, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 35, oneR, 2, zeror, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 35, oneR, 2, zeror, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 35, oneR, 2, oner, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 35, oneR, 2, oner, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 35, oneR, 2, adtree, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 35, oneR, 2, adtree, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 35, oneR, 2, bnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 35, oneR, 2, bnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 35, oneR, 2, rbfnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 35, oneR, 2, rbfnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 35, oneR, 3, nb, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 35, oneR, 3, nb, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 35, oneR, 3, j48, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 35, oneR, 3, j48, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 35, oneR, 3, zeror, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 35, oneR, 3, zeror, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 35, oneR, 3, oner, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 35, oneR, 3, oner, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 35, oneR, 3, adtree, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 35, oneR, 3, adtree, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 35, oneR, 3, bnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 35, oneR, 3, bnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 35, oneR, 3, rbfnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 35, oneR, 3, rbfnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 35, oneR, 4, nb, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 35, oneR, 4, nb, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 35, oneR, 4, j48, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 35, oneR, 4, j48, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 35, oneR, 4, zeror, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 35, oneR, 4, zeror, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 35, oneR, 4, oner, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 35, oneR, 4, oner, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 35, oneR, 4, adtree, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 35, oneR, 4, adtree, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 35, oneR, 4, bnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 35, oneR, 4, bnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 35, oneR, 4, rbfnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 35, oneR, 4, rbfnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 35, oneR, 5, nb, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 35, oneR, 5, nb, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 35, oneR, 5, j48, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 35, oneR, 5, j48, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 35, oneR, 5, zeror, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 35, oneR, 5, zeror, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 35, oneR, 5, oner, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 35, oneR, 5, oner, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 35, oneR, 5, adtree, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 35, oneR, 5, adtree, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 35, oneR, 5, bnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 35, oneR, 5, bnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 35, oneR, 5, rbfnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 35, oneR, 5, rbfnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, cfs, 1, nb, N, 2278, 1364, 610, 991, 62.3, 42.1, 21.1, 61.9, 56.4 2, 40, cfs, 1, nb, Y, 991, 610, 1364, 2278, 62.3, 78.9, 57.9, 62.5, 56.4 2, 40, cfs, 1, j48, N, 2000, 1147, 888, 1208, 61.2, 51.3, 30.7, 57.6, 59.3 2, 40, cfs, 1, j48, Y, 1208, 888, 1147, 2000, 61.2, 69.3, 48.7, 63.6, 59.3 2, 40, cfs, 1, zeror, N, 2888, 2355, 0, 0, 55.1, 0.0, 0.0, 0.0, 29.3 2, 40, cfs, 1, zeror, Y, 0, 0, 2355, 2888, 55.1, 100.0, 100.0, 55.1, 29.3 2, 40, cfs, 1, oner, N, 1687, 836, 1201, 1519, 61.1, 64.5, 41.6, 55.8, 61.3 2, 40, cfs, 1, oner, Y, 1519, 1201, 836, 1687, 61.1, 58.4, 35.5, 66.9, 61.3 2, 40, cfs, 1, adtree, N, 2094, 909, 794, 1446, 67.5, 61.4, 27.5, 64.6, 66.5 2, 40, cfs, 1, adtree, Y, 1446, 794, 909, 2094, 67.5, 72.5, 38.6, 69.7, 66.5 2, 40, cfs, 1, bnet, N, 2139, 1017, 749, 1338, 66.3, 56.8, 25.9, 64.1, 64.4 2, 40, cfs, 1, bnet, Y, 1338, 749, 1017, 2139, 66.3, 74.1, 43.2, 67.8, 64.4 2, 40, cfs, 1, rbfnet, N, 1986, 1105, 902, 1250, 61.7, 53.1, 31.2, 58.1, 60.1 2, 40, cfs, 1, rbfnet, Y, 1250, 902, 1105, 1986, 61.7, 68.8, 46.9, 64.3, 60.1 2, 40, cfs, 2, nb, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, cfs, 2, nb, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, cfs, 2, j48, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, cfs, 2, j48, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, cfs, 2, zeror, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, cfs, 2, zeror, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, cfs, 2, oner, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, cfs, 2, oner, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, cfs, 2, adtree, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, cfs, 2, adtree, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, cfs, 2, bnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, cfs, 2, bnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, cfs, 2, rbfnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, cfs, 2, rbfnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, infogain, 1, nb, N, 2299, 1295, 611, 1038, 63.6, 44.5, 21.0, 62.9, 58.0 2, 40, infogain, 1, nb, Y, 1038, 611, 1295, 2299, 63.6, 79.0, 55.5, 64.0, 58.0 2, 40, infogain, 1, j48, N, 2154, 1263, 756, 1070, 61.5, 45.9, 26.0, 58.6, 57.5 2, 40, infogain, 1, j48, Y, 1070, 756, 1263, 2154, 61.5, 74.0, 54.1, 63.0, 57.5 2, 40, infogain, 1, zeror, N, 2910, 2333, 0, 0, 55.5, 0.0, 0.0, 0.0, 29.3 2, 40, infogain, 1, zeror, Y, 0, 0, 2333, 2910, 55.5, 100.0, 100.0, 55.5, 29.3 2, 40, infogain, 1, oner, N, 1694, 881, 1216, 1452, 60.0, 62.2, 41.8, 54.4, 60.2 2, 40, infogain, 1, oner, Y, 1452, 1216, 881, 1694, 60.0, 58.2, 37.8, 65.8, 60.2 2, 40, infogain, 1, adtree, N, 2113, 893, 797, 1440, 67.8, 61.7, 27.4, 64.4, 66.7 2, 40, infogain, 1, adtree, Y, 1440, 797, 893, 2113, 67.8, 72.6, 38.3, 70.3, 66.7 2, 40, infogain, 1, bnet, N, 2222, 1130, 688, 1203, 65.3, 51.6, 23.6, 63.6, 61.9 2, 40, infogain, 1, bnet, Y, 1203, 688, 1130, 2222, 65.3, 76.4, 48.4, 66.3, 61.9 2, 40, infogain, 1, rbfnet, N, 2075, 1259, 835, 1074, 60.1, 46.0, 28.7, 56.3, 56.8 2, 40, infogain, 1, rbfnet, Y, 1074, 835, 1259, 2075, 60.1, 71.3, 54.0, 62.2, 56.8 2, 40, infogain, 2, nb, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, infogain, 2, nb, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, infogain, 2, j48, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, infogain, 2, j48, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, infogain, 2, zeror, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, infogain, 2, zeror, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, infogain, 2, oner, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, infogain, 2, oner, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, infogain, 2, adtree, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, infogain, 2, adtree, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, infogain, 2, bnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, infogain, 2, bnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, infogain, 2, rbfnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, infogain, 2, rbfnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, infogain, 3, nb, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, infogain, 3, nb, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, infogain, 3, j48, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, infogain, 3, j48, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, infogain, 3, zeror, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, infogain, 3, zeror, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, infogain, 3, oner, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, infogain, 3, oner, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, infogain, 3, adtree, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, infogain, 3, adtree, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, infogain, 3, bnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, infogain, 3, bnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, infogain, 3, rbfnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, infogain, 3, rbfnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, chisquared, 1, nb, N, 2294, 1395, 538, 1016, 63.1, 42.1, 19.0, 65.4, 56.9 2, 40, chisquared, 1, nb, Y, 1016, 538, 1395, 2294, 63.1, 81.0, 57.9, 62.2, 56.9 2, 40, chisquared, 1, j48, N, 2207, 1473, 625, 938, 60.0, 38.9, 22.1, 60.0, 54.1 2, 40, chisquared, 1, j48, Y, 938, 625, 1473, 2207, 60.0, 77.9, 61.1, 60.0, 54.1 2, 40, chisquared, 1, zeror, N, 2832, 2411, 0, 0, 54.0, 0.0, 0.0, 0.0, 29.3 2, 40, chisquared, 1, zeror, Y, 0, 0, 2411, 2832, 54.0, 100.0, 100.0, 54.0, 29.3 2, 40, chisquared, 1, oner, N, 1597, 891, 1235, 1520, 59.5, 63.0, 43.6, 55.2, 59.6 2, 40, chisquared, 1, oner, Y, 1520, 1235, 891, 1597, 59.5, 56.4, 37.0, 64.2, 59.6 2, 40, chisquared, 1, adtree, N, 2165, 1065, 667, 1346, 67.0, 55.8, 23.6, 66.9, 64.6 2, 40, chisquared, 1, adtree, Y, 1346, 667, 1065, 2165, 67.0, 76.4, 44.2, 67.0, 64.6 2, 40, chisquared, 1, bnet, N, 2202, 1210, 630, 1201, 64.9, 49.8, 22.2, 65.6, 61.2 2, 40, chisquared, 1, bnet, Y, 1201, 630, 1210, 2202, 64.9, 77.8, 50.2, 64.5, 61.2 2, 40, chisquared, 1, rbfnet, N, 2541, 1888, 291, 523, 58.4, 21.7, 10.3, 64.3, 44.2 2, 40, chisquared, 1, rbfnet, Y, 523, 291, 1888, 2541, 58.4, 89.7, 78.3, 57.4, 44.2 2, 40, chisquared, 2, nb, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, chisquared, 2, nb, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, chisquared, 2, j48, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, chisquared, 2, j48, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, chisquared, 2, zeror, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, chisquared, 2, zeror, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, chisquared, 2, oner, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, chisquared, 2, oner, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, chisquared, 2, adtree, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, chisquared, 2, adtree, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, chisquared, 2, bnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, chisquared, 2, bnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, chisquared, 2, rbfnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, chisquared, 2, rbfnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, chisquared, 3, nb, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, chisquared, 3, nb, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, chisquared, 3, j48, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, chisquared, 3, j48, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, chisquared, 3, zeror, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, chisquared, 3, zeror, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, chisquared, 3, oner, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, chisquared, 3, oner, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, chisquared, 3, adtree, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, chisquared, 3, adtree, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, chisquared, 3, bnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, chisquared, 3, bnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, chisquared, 3, rbfnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, chisquared, 3, rbfnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, chisquared, 4, nb, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, chisquared, 4, nb, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, chisquared, 4, j48, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, chisquared, 4, j48, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, chisquared, 4, zeror, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, chisquared, 4, zeror, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, chisquared, 4, oner, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, chisquared, 4, oner, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, chisquared, 4, adtree, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, chisquared, 4, adtree, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, chisquared, 4, bnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, chisquared, 4, bnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, chisquared, 4, rbfnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, chisquared, 4, rbfnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, oneR, 1, nb, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, oneR, 1, nb, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, oneR, 1, j48, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, oneR, 1, j48, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, oneR, 1, zeror, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, oneR, 1, zeror, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, oneR, 1, oner, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, oneR, 1, oner, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, oneR, 1, adtree, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, oneR, 1, adtree, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, oneR, 1, bnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, oneR, 1, bnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, oneR, 1, rbfnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, oneR, 1, rbfnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, oneR, 2, nb, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, oneR, 2, nb, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, oneR, 2, j48, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, oneR, 2, j48, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, oneR, 2, zeror, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, oneR, 2, zeror, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, oneR, 2, oner, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, oneR, 2, oner, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, oneR, 2, adtree, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, oneR, 2, adtree, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, oneR, 2, bnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, oneR, 2, bnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, oneR, 2, rbfnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, oneR, 2, rbfnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, oneR, 3, nb, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, oneR, 3, nb, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, oneR, 3, j48, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, oneR, 3, j48, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, oneR, 3, zeror, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, oneR, 3, zeror, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, oneR, 3, oner, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, oneR, 3, oner, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, oneR, 3, adtree, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, oneR, 3, adtree, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, oneR, 3, bnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, oneR, 3, bnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, oneR, 3, rbfnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, oneR, 3, rbfnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, oneR, 4, nb, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, oneR, 4, nb, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, oneR, 4, j48, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, oneR, 4, j48, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, oneR, 4, zeror, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, oneR, 4, zeror, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, oneR, 4, oner, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, oneR, 4, oner, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, oneR, 4, adtree, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, oneR, 4, adtree, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, oneR, 4, bnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, oneR, 4, bnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, oneR, 4, rbfnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, oneR, 4, rbfnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, oneR, 5, nb, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, oneR, 5, nb, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, oneR, 5, j48, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, oneR, 5, j48, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, oneR, 5, zeror, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, oneR, 5, zeror, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, oneR, 5, oner, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, oneR, 5, oner, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, oneR, 5, adtree, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, oneR, 5, adtree, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, oneR, 5, bnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, oneR, 5, bnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, oneR, 5, rbfnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 40, oneR, 5, rbfnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 45, cfs, 1, nb, N, 2246, 1464, 509, 1024, 62.4, 41.2, 18.5, 66.8, 56.4 2, 45, cfs, 1, nb, Y, 1024, 509, 1464, 2246, 62.4, 81.5, 58.8, 60.5, 56.4 2, 45, cfs, 1, j48, N, 2254, 1686, 501, 802, 58.3, 32.2, 18.2, 61.6, 50.4 2, 45, cfs, 1, j48, Y, 802, 501, 1686, 2254, 58.3, 81.8, 67.8, 57.2, 50.4 2, 45, cfs, 1, zeror, N, 2755, 2488, 0, 0, 52.5, 0.0, 0.0, 0.0, 29.3 2, 45, cfs, 1, zeror, Y, 0, 0, 2488, 2755, 52.5, 100.0, 100.0, 52.5, 29.3 2, 45, cfs, 1, oner, N, 1653, 969, 1102, 1519, 60.5, 61.1, 40.0, 58.0, 60.5 2, 45, cfs, 1, oner, Y, 1519, 1102, 969, 1653, 60.5, 60.0, 38.9, 63.0, 60.5 2, 45, cfs, 1, adtree, N, 2038, 994, 717, 1494, 67.4, 60.0, 26.0, 67.6, 66.3 2, 45, cfs, 1, adtree, Y, 1494, 717, 994, 2038, 67.4, 74.0, 40.0, 67.2, 66.3 2, 45, cfs, 1, bnet, N, 2065, 1101, 690, 1387, 65.8, 55.7, 25.0, 66.8, 64.0 2, 45, cfs, 1, bnet, Y, 1387, 690, 1101, 2065, 65.8, 75.0, 44.3, 65.2, 64.0 2, 45, cfs, 1, rbfnet, N, 2120, 1382, 635, 1106, 61.5, 44.5, 23.0, 63.5, 57.5 2, 45, cfs, 1, rbfnet, Y, 1106, 635, 1382, 2120, 61.5, 77.0, 55.5, 60.5, 57.5 2, 45, cfs, 2, nb, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 45, cfs, 2, nb, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 45, cfs, 2, j48, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 45, cfs, 2, j48, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 45, cfs, 2, zeror, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 45, cfs, 2, zeror, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 45, cfs, 2, oner, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 45, cfs, 2, oner, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 45, cfs, 2, adtree, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 45, cfs, 2, adtree, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 45, cfs, 2, bnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 45, cfs, 2, bnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 45, cfs, 2, rbfnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 45, cfs, 2, rbfnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 45, infogain, 1, nb, N, 2237, 1270, 673, 1063, 62.9, 45.6, 23.1, 61.2, 58.2 2, 45, infogain, 1, nb, Y, 1063, 673, 1270, 2237, 62.9, 76.9, 54.4, 63.8, 58.2 2, 45, infogain, 1, j48, N, 2280, 1471, 630, 862, 59.9, 36.9, 21.6, 57.8, 52.9 2, 45, infogain, 1, j48, Y, 862, 630, 1471, 2280, 59.9, 78.4, 63.1, 60.8, 52.9 2, 45, infogain, 1, zeror, N, 2910, 2333, 0, 0, 55.5, 0.0, 0.0, 0.0, 29.3 2, 45, infogain, 1, zeror, Y, 0, 0, 2333, 2910, 55.5, 100.0, 100.0, 55.5, 29.3 2, 45, infogain, 1, oner, N, 1723, 889, 1187, 1444, 60.4, 61.9, 40.8, 54.9, 60.5 2, 45, infogain, 1, oner, Y, 1444, 1187, 889, 1723, 60.4, 59.2, 38.1, 66.0, 60.5 2, 45, infogain, 1, adtree, N, 2143, 959, 767, 1374, 67.1, 58.9, 26.4, 64.2, 65.5 2, 45, infogain, 1, adtree, Y, 1374, 767, 959, 2143, 67.1, 73.6, 41.1, 69.1, 65.5 2, 45, infogain, 1, bnet, N, 2204, 1114, 706, 1219, 65.3, 52.3, 24.3, 63.3, 62.1 2, 45, infogain, 1, bnet, Y, 1219, 706, 1114, 2204, 65.3, 75.7, 47.7, 66.4, 62.1 2, 45, infogain, 1, rbfnet, N, 1814, 991, 1096, 1342, 60.2, 57.5, 37.7, 55.0, 59.9 2, 45, infogain, 1, rbfnet, Y, 1342, 1096, 991, 1814, 60.2, 62.3, 42.5, 64.7, 59.9 2, 45, infogain, 2, nb, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 45, infogain, 2, nb, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 45, infogain, 2, j48, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 45, infogain, 2, j48, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 45, infogain, 2, zeror, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 45, infogain, 2, zeror, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 45, infogain, 2, oner, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 45, infogain, 2, oner, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 45, infogain, 2, adtree, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 45, infogain, 2, adtree, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 45, infogain, 2, bnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 45, infogain, 2, bnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 45, infogain, 2, rbfnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 45, infogain, 2, rbfnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 45, infogain, 3, nb, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 45, infogain, 3, nb, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 45, infogain, 3, j48, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 45, infogain, 3, j48, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 45, infogain, 3, zeror, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 45, infogain, 3, zeror, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 45, infogain, 3, oner, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 45, infogain, 3, oner, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 45, infogain, 3, adtree, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 45, infogain, 3, adtree, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 45, infogain, 3, bnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 45, infogain, 3, bnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 45, infogain, 3, rbfnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 45, infogain, 3, rbfnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 45, chisquared, 1, nb, N, 2253, 1313, 619, 1058, 63.2, 44.6, 21.6, 63.1, 58.0 2, 45, chisquared, 1, nb, Y, 1058, 619, 1313, 2253, 63.2, 78.4, 55.4, 63.2, 58.0 2, 45, chisquared, 1, j48, N, 2304, 1504, 568, 867, 60.5, 36.6, 19.8, 60.4, 53.0 2, 45, chisquared, 1, j48, Y, 867, 568, 1504, 2304, 60.5, 80.2, 63.4, 60.5, 53.0 2, 45, chisquared, 1, zeror, N, 2872, 2371, 0, 0, 54.8, 0.0, 0.0, 0.0, 29.3 2, 45, chisquared, 1, zeror, Y, 0, 0, 2371, 2872, 54.8, 100.0, 100.0, 54.8, 29.3 2, 45, chisquared, 1, oner, N, 1674, 849, 1198, 1522, 61.0, 64.2, 41.7, 56.0, 61.1 2, 45, chisquared, 1, oner, Y, 1522, 1198, 849, 1674, 61.0, 58.3, 35.8, 66.3, 61.1 2, 45, chisquared, 1, adtree, N, 2065, 860, 807, 1511, 68.2, 63.7, 28.1, 65.2, 67.6 2, 45, chisquared, 1, adtree, Y, 1511, 807, 860, 2065, 68.2, 71.9, 36.3, 70.6, 67.6 2, 45, chisquared, 1, bnet, N, 2165, 1138, 707, 1233, 64.8, 52.0, 24.6, 63.6, 61.9 2, 45, chisquared, 1, bnet, Y, 1233, 707, 1138, 2165, 64.8, 75.4, 48.0, 65.5, 61.9 2, 45, chisquared, 1, rbfnet, N, 2439, 1723, 433, 648, 58.9, 27.3, 15.1, 59.9, 47.5 2, 45, chisquared, 1, rbfnet, Y, 648, 433, 1723, 2439, 58.9, 84.9, 72.7, 58.6, 47.5 2, 45, chisquared, 2, nb, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 45, chisquared, 2, nb, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 45, chisquared, 2, j48, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 45, chisquared, 2, j48, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 45, chisquared, 2, zeror, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 45, chisquared, 2, zeror, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 45, chisquared, 2, oner, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 45, chisquared, 2, oner, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 45, chisquared, 2, adtree, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 45, chisquared, 2, adtree, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 45, chisquared, 2, bnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 45, chisquared, 2, bnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 45, chisquared, 2, rbfnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 45, chisquared, 2, rbfnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 45, chisquared, 3, nb, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 45, chisquared, 3, nb, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 45, chisquared, 3, j48, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 45, chisquared, 3, j48, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 45, chisquared, 3, zeror, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 45, chisquared, 3, zeror, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 45, chisquared, 3, oner, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 45, chisquared, 3, oner, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 45, chisquared, 3, adtree, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 45, chisquared, 3, adtree, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 45, chisquared, 3, bnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 45, chisquared, 3, bnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 45, chisquared, 3, rbfnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 45, chisquared, 3, rbfnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 2, 45, oneR, 1, nb, N, 2331, 1353, 608, 951, 62.6, 41.3, 20.7, 61.0, 56.0 2, 45, oneR, 1, nb, Y, 951, 608, 1353, 2331, 62.6, 79.3, 58.7, 63.3, 56.0 2, 45, oneR, 1, j48, N, 1962, 1081, 977, 1223, 60.7, 53.1, 33.2, 55.6, 59.3 2, 45, oneR, 1, j48, Y, 1223, 977, 1081, 1962, 60.7, 66.8, 46.9, 64.5, 59.3 2, 45, oneR, 1, zeror, N, 2939, 2304, 0, 0, 56.1, 0.0, 0.0, 0.0, 29.3 2, 45, oneR, 1, zeror, Y, 0, 0, 2304, 2939, 56.1, 100.0, 100.0, 56.1, 29.3 2, 45, oneR, 1, oner, N, 1729, 869, 1210, 1435, 60.3, 62.3, 41.2, 54.3, 60.5 2, 45, oneR, 1, oner, Y, 1435, 1210, 869, 1729, 60.3, 58.8, 37.7, 66.6, 60.5 2, 45, oneR, 1, adtree, N, 2109, 860, 830, 1444, 67.8, 62.7, 28.2, 63.5, 66.9 2, 45, oneR, 1, adtree, Y, 1444, 830, 860, 2109, 67.8, 71.8, 37.3, 71.0, 66.9 2, 45, oneR, 1, bnet, N, 2088, 874, 851, 1430, 67.1, 62.1, 29.0, 62.7, 66.3 2, 45, oneR, 1, bnet, Y, 1430, 851, 874, 2088, 67.1, 71.0, 37.9, 70.5, 66.3 2, 45, oneR, 1, rbfnet, N, 2510, 1694, 429, 610, 59.5, 26.5, 14.6, 58.7, 47.0 2, 45, oneR, 1, rbfnet, Y, 610, 429, 1694, 2510, 59.5, 85.4, 73.5, 59.7, 47.0 2, 45, oneR, 2, nb, N, 2369, 1382, 536, 956, 63.4, 40.9, 18.5, 64.1, 56.2 2, 45, oneR, 2, nb, Y, 956, 536, 1382, 2369, 63.4, 81.5, 59.1, 63.2, 56.2 2, 45, oneR, 2, j48, N, 2125, 1279, 780, 1059, 60.7, 45.3, 26.9, 57.6, 56.9 2, 45, oneR, 2, j48, Y, 1059, 780, 1279, 2125, 60.7, 73.1, 54.7, 62.4, 56.9 2, 45, oneR, 2, zeror, N, 2905, 2338, 0, 0, 55.4, 0.0, 0.0, 0.0, 29.3 2, 45, oneR, 2, zeror, Y, 0, 0, 2338, 2905, 55.4, 100.0, 100.0, 55.4, 29.3 2, 45, oneR, 2, oner, N, 1711, 833, 1194, 1505, 61.3, 64.4, 41.1, 55.8, 61.5 2, 45, oneR, 2, oner, Y, 1505, 1194, 833, 1711, 61.3, 58.9, 35.6, 67.3, 61.5 2, 45, oneR, 2, adtree, N, 2089, 944, 816, 1394, 66.4, 59.6, 28.1, 63.1, 65.2 2, 45, oneR, 2, adtree, Y, 1394, 816, 944, 2089, 66.4, 71.9, 40.4, 68.9, 65.2 2, 45, oneR, 2, bnet, N, 2040, 896, 865, 1442, 66.4, 61.7, 29.8, 62.5, 65.7 2, 45, oneR, 2, bnet, Y, 1442, 865, 896, 2040, 66.4, 70.2, 38.3, 69.5, 65.7 2, 45, oneR, 2, rbfnet, N, 2161, 1141, 744, 1197, 64.0, 51.2, 25.6, 61.7, 61.0 2, 45, oneR, 2, rbfnet, Y, 1197, 744, 1141, 2161, 64.0, 74.4, 48.8, 65.4, 61.0 2, 45, oneR, 3, nb, N, 2397, 1442, 490, 914, 63.2, 38.8, 17.0, 65.1, 55.1 2, 45, oneR, 3, nb, Y, 914, 490, 1442, 2397, 63.2, 83.0, 61.2, 62.4, 55.1 2, 45, oneR, 3, j48, N, 2302, 1466, 585, 890, 60.9, 37.8, 20.3, 60.3, 53.7 2, 45, oneR, 3, j48, Y, 890, 585, 1466, 2302, 60.9, 79.7, 62.2, 61.1, 53.7 2, 45, oneR, 3, zeror, N, 2887, 2356, 0, 0, 55.1, 0.0, 0.0, 0.0, 29.3 2, 45, oneR, 3, zeror, Y, 0, 0, 2356, 2887, 55.1, 100.0, 100.0, 55.1, 29.3 2, 45, oneR, 3, oner, N, 1661, 810, 1226, 1546, 61.2, 65.6, 42.5, 55.8, 61.4 2, 45, oneR, 3, oner, Y, 1546, 1226, 810, 1661, 61.2, 57.5, 34.4, 67.2, 61.4 2, 45, oneR, 3, adtree, N, 2165, 995, 722, 1361, 67.3, 57.8, 25.0, 65.3, 65.3 2, 45, oneR, 3, adtree, Y, 1361, 722, 995, 2165, 67.3, 75.0, 42.2, 68.5, 65.3 2, 45, oneR, 3, bnet, N, 2049, 914, 838, 1442, 66.6, 61.2, 29.0, 63.2, 65.7 2, 45, oneR, 3, bnet, Y, 1442, 838, 914, 2049, 66.6, 71.0, 38.8, 69.2, 65.7 2, 45, oneR, 3, rbfnet, N, 2396, 1364, 491, 992, 64.6, 42.1, 17.0, 66.9, 57.3 2, 45, oneR, 3, rbfnet, Y, 992, 491, 1364, 2396, 64.6, 83.0, 57.9, 63.7, 57.3 2, 45, oneR, 4, nb, N, 2420, 1440, 470, 913, 63.6, 38.8, 16.3, 66.0, 55.2 2, 45, oneR, 4, nb, Y, 913, 470, 1440, 2420, 63.6, 83.7, 61.2, 62.7, 55.2 2, 45, oneR, 4, j48, N, 2161, 1272, 729, 1081, 61.8, 45.9, 25.2, 59.7, 57.8 2, 45, oneR, 4, j48, Y, 1081, 729, 1272, 2161, 61.8, 74.8, 54.1, 62.9, 57.8 2, 45, oneR, 4, zeror, N, 2890, 2353, 0, 0, 55.1, 0.0, 0.0, 0.0, 29.3 2, 45, oneR, 4, zeror, Y, 0, 0, 2353, 2890, 55.1, 100.0, 100.0, 55.1, 29.3 2, 45, oneR, 4, oner, N, 1676, 840, 1214, 1513, 60.8, 64.3, 42.0, 55.5, 61.0 2, 45, oneR, 4, oner, Y, 1513, 1214, 840, 1676, 60.8, 58.0, 35.7, 66.6, 61.0 2, 45, oneR, 4, adtree, N, 2215, 989, 675, 1364, 68.3, 58.0, 23.4, 66.9, 66.0 2, 45, oneR, 4, adtree, Y, 1364, 675, 989, 2215, 68.3, 76.6, 42.0, 69.1, 66.0 2, 45, oneR, 4, bnet, N, 2119, 893, 771, 1460, 68.3, 62.0, 26.7, 65.4, 67.2 2, 45, oneR, 4, bnet, Y, 1460, 771, 893, 2119, 68.3, 73.3, 38.0, 70.4, 67.2 2, 45, oneR, 4, rbfnet, N, 2397, 1418, 493, 935, 63.6, 39.7, 17.1, 65.5, 55.7 2, 45, oneR, 4, rbfnet, Y, 935, 493, 1418, 2397, 63.6, 82.9, 60.3, 62.8, 55.7 2, 45, oneR, 5, nb, N, 2645, 1258, 731, 954, 64.4, 43.1, 21.7, 56.6, 57.0 2, 45, oneR, 5, nb, Y, 954, 731, 1258, 2645, 64.4, 78.3, 56.9, 67.8, 57.0 2, 45, oneR, 5, j48, N, 2715, 1510, 661, 702, 61.1, 31.7, 19.6, 51.5, 49.8 2, 45, oneR, 5, j48, Y, 702, 661, 1510, 2715, 61.1, 80.4, 68.3, 64.3, 49.8 2, 45, oneR, 5, zeror, N, 3376, 2212, 0, 0, 60.4, 0.0, 0.0, 0.0, 29.3 2, 45, oneR, 5, zeror, Y, 0, 0, 2212, 3376, 60.4, 100.0, 100.0, 60.4, 29.3 2, 45, oneR, 5, oner, N, 2224, 1005, 1152, 1207, 61.4, 54.6, 34.1, 51.2, 59.8 2, 45, oneR, 5, oner, Y, 1207, 1152, 1005, 2224, 61.4, 65.9, 45.4, 68.9, 59.8 2, 45, oneR, 5, adtree, N, 2640, 1065, 736, 1147, 67.8, 51.9, 21.8, 60.9, 62.6 2, 45, oneR, 5, adtree, Y, 1147, 736, 1065, 2640, 67.8, 78.2, 48.1, 71.3, 62.6 2, 45, oneR, 5, bnet, N, 2803, 1365, 573, 847, 65.3, 38.3, 17.0, 59.6, 54.7 2, 45, oneR, 5, bnet, Y, 847, 573, 1365, 2803, 65.3, 83.0, 61.7, 67.3, 54.7 2, 45, oneR, 5, rbfnet, N, 3030, 1888, 346, 324, 60.0, 14.6, 10.2, 48.4, 39.2 2, 45, oneR, 5, rbfnet, Y, 324, 346, 1888, 3030, 60.0, 89.8, 85.4, 61.6, 39.2 2, 50, cfs, 1, nb, N, 2375, 1371, 556, 941, 63.2, 40.7, 19.0, 62.9, 56.0 2, 50, cfs, 1, nb, Y, 941, 556, 1371, 2375, 63.2, 81.0, 59.3, 63.4, 56.0 2, 50, cfs, 1, j48, N, 2102, 1222, 829, 1090, 60.9, 47.1, 28.3, 56.8, 57.6 2, 50, cfs, 1, j48, Y, 1090, 829, 1222, 2102, 60.9, 71.7, 52.9, 63.2, 57.6 2, 50, cfs, 1, zeror, N, 2931, 2312, 0, 0, 55.9, 0.0, 0.0, 0.0, 29.3 2, 50, cfs, 1, zeror, Y, 0, 0, 2312, 2931, 55.9, 100.0, 100.0, 55.9, 29.3 2, 50, cfs, 1, oner, N, 1730, 861, 1201, 1451, 60.7, 62.8, 41.0, 54.7, 60.8 2, 50, cfs, 1, oner, Y, 1451, 1201, 861, 1730, 60.7, 59.0, 37.2, 66.8, 60.8 2, 50, cfs, 1, adtree, N, 2132, 919, 799, 1393, 67.2, 60.3, 27.3, 63.5, 65.9 2, 50, cfs, 1, adtree, Y, 1393, 799, 919, 2132, 67.2, 72.7, 39.7, 69.9, 65.9 2, 50, cfs, 1, bnet, N, 2126, 990, 805, 1322, 65.8, 57.2, 27.5, 62.2, 64.0 2, 50, cfs, 1, bnet, Y, 1322, 805, 990, 2126, 65.8, 72.5, 42.8, 68.2, 64.0 2, 50, cfs, 1, rbfnet, N, 1954, 1081, 977, 1231, 60.7, 53.2, 33.3, 55.8, 59.4 2, 50, cfs, 1, rbfnet, Y, 1231, 977, 1081, 1954, 60.7, 66.7, 46.8, 64.4, 59.4 2, 50, cfs, 2, nb, N, 2335, 1351, 560, 997, 63.6, 42.5, 19.3, 64.0, 57.1 2, 50, cfs, 2, nb, Y, 997, 560, 1351, 2335, 63.6, 80.7, 57.5, 63.3, 57.1 2, 50, cfs, 2, j48, N, 2134, 1259, 761, 1089, 61.5, 46.4, 26.3, 58.9, 57.8 2, 50, cfs, 2, j48, Y, 1089, 761, 1259, 2134, 61.5, 73.7, 53.6, 62.9, 57.8 2, 50, cfs, 2, zeror, N, 2895, 2348, 0, 0, 55.2, 0.0, 0.0, 0.0, 29.3 2, 50, cfs, 2, zeror, Y, 0, 0, 2348, 2895, 55.2, 100.0, 100.0, 55.2, 29.3 2, 50, cfs, 2, oner, N, 1676, 900, 1219, 1448, 59.6, 61.7, 42.1, 54.3, 59.7 2, 50, cfs, 2, oner, Y, 1448, 1219, 900, 1676, 59.6, 57.9, 38.3, 65.1, 59.7 2, 50, cfs, 2, adtree, N, 2168, 909, 727, 1439, 68.8, 61.3, 25.1, 66.4, 67.4 2, 50, cfs, 2, adtree, Y, 1439, 727, 909, 2168, 68.8, 74.9, 38.7, 70.5, 67.4 2, 50, cfs, 2, bnet, N, 2148, 989, 747, 1359, 66.9, 57.9, 25.8, 64.5, 65.1 2, 50, cfs, 2, bnet, Y, 1359, 747, 989, 2148, 66.9, 74.2, 42.1, 68.5, 65.1 2, 50, cfs, 2, rbfnet, N, 2202, 1329, 693, 1019, 61.4, 43.4, 23.9, 59.5, 56.5 2, 50, cfs, 2, rbfnet, Y, 1019, 693, 1329, 2202, 61.4, 76.1, 56.6, 62.4, 56.5 2, 50, cfs, 3, nb, N, 2266, 1348, 595, 1034, 62.9, 43.4, 20.8, 63.5, 57.4 2, 50, cfs, 3, nb, Y, 1034, 595, 1348, 2266, 62.9, 79.2, 56.6, 62.7, 57.4 2, 50, cfs, 3, j48, N, 2058, 1274, 803, 1108, 60.4, 46.5, 28.1, 58.0, 57.3 2, 50, cfs, 3, j48, Y, 1108, 803, 1274, 2058, 60.4, 71.9, 53.5, 61.8, 57.3 2, 50, cfs, 3, zeror, N, 2861, 2382, 0, 0, 54.6, 0.0, 0.0, 0.0, 29.3 2, 50, cfs, 3, zeror, Y, 0, 0, 2382, 2861, 54.6, 100.0, 100.0, 54.6, 29.3 2, 50, cfs, 3, oner, N, 1699, 849, 1162, 1533, 61.6, 64.4, 40.6, 56.9, 61.8 2, 50, cfs, 3, oner, Y, 1533, 1162, 849, 1699, 61.6, 59.4, 35.6, 66.7, 61.8 2, 50, cfs, 3, adtree, N, 2063, 862, 798, 1520, 68.3, 63.8, 27.9, 65.6, 67.7 2, 50, cfs, 3, adtree, Y, 1520, 798, 862, 2063, 68.3, 72.1, 36.2, 70.5, 67.7 2, 50, cfs, 3, bnet, N, 2127, 1045, 734, 1337, 66.1, 56.1, 25.7, 64.6, 64.1 2, 50, cfs, 3, bnet, Y, 1337, 734, 1045, 2127, 66.1, 74.3, 43.9, 67.1, 64.1 2, 50, cfs, 3, rbfnet, N, 1818, 962, 1043, 1420, 61.8, 59.6, 36.5, 57.7, 61.5 2, 50, cfs, 3, rbfnet, Y, 1420, 1043, 962, 1818, 61.8, 63.5, 40.4, 65.4, 61.5 2, 50, cfs, 4, nb, N, 2195, 1322, 688, 1038, 61.7, 44.0, 23.9, 60.1, 56.9 2, 50, cfs, 4, nb, Y, 1038, 688, 1322, 2195, 61.7, 76.1, 56.0, 62.4, 56.9 2, 50, cfs, 4, j48, N, 2223, 1426, 660, 934, 60.2, 39.6, 22.9, 58.6, 54.3 2, 50, cfs, 4, j48, Y, 934, 660, 1426, 2223, 60.2, 77.1, 60.4, 60.9, 54.3 2, 50, cfs, 4, zeror, N, 2883, 2360, 0, 0, 55.0, 0.0, 0.0, 0.0, 29.3 2, 50, cfs, 4, zeror, Y, 0, 0, 2360, 2883, 55.0, 100.0, 100.0, 55.0, 29.3 2, 50, cfs, 4, oner, N, 1703, 931, 1180, 1429, 59.7, 60.6, 40.9, 54.8, 59.8 2, 50, cfs, 4, oner, Y, 1429, 1180, 931, 1703, 59.7, 59.1, 39.4, 64.7, 59.8 2, 50, cfs, 4, adtree, N, 2125, 948, 758, 1412, 67.5, 59.8, 26.3, 65.1, 66.1 2, 50, cfs, 4, adtree, Y, 1412, 758, 948, 2125, 67.5, 73.7, 40.2, 69.2, 66.1 2, 50, cfs, 4, bnet, N, 2091, 1071, 792, 1289, 64.5, 54.6, 27.5, 61.9, 62.5 2, 50, cfs, 4, bnet, Y, 1289, 792, 1071, 2091, 64.5, 72.5, 45.4, 66.1, 62.5 2, 50, cfs, 4, rbfnet, N, 2150, 1215, 733, 1145, 62.8, 48.5, 25.4, 61.0, 59.4 2, 50, cfs, 4, rbfnet, Y, 1145, 733, 1215, 2150, 62.8, 74.6, 51.5, 63.9, 59.4 2, 50, infogain, 1, nb, N, 2269, 1318, 606, 1050, 63.3, 44.3, 21.1, 63.4, 57.9 2, 50, infogain, 1, nb, Y, 1050, 606, 1318, 2269, 63.3, 78.9, 55.7, 63.3, 57.9 2, 50, infogain, 1, j48, N, 2212, 1436, 663, 932, 60.0, 39.4, 23.1, 58.4, 54.1 2, 50, infogain, 1, j48, Y, 932, 663, 1436, 2212, 60.0, 76.9, 60.6, 60.6, 54.1 2, 50, infogain, 1, zeror, N, 2875, 2368, 0, 0, 54.8, 0.0, 0.0, 0.0, 29.3 2, 50, infogain, 1, zeror, Y, 0, 0, 2368, 2875, 54.8, 100.0, 100.0, 54.8, 29.3 2, 50, infogain, 1, oner, N, 1666, 898, 1209, 1470, 59.8, 62.1, 42.1, 54.9, 60.0 2, 50, infogain, 1, oner, Y, 1470, 1209, 898, 1666, 59.8, 57.9, 37.9, 65.0, 60.0 2, 50, infogain, 1, adtree, N, 2055, 906, 820, 1462, 67.1, 61.7, 28.5, 64.1, 66.3 2, 50, infogain, 1, adtree, Y, 1462, 820, 906, 2055, 67.1, 71.5, 38.3, 69.4, 66.3 2, 50, infogain, 1, bnet, N, 2200, 1097, 675, 1271, 66.2, 53.7, 23.5, 65.3, 63.3 2, 50, infogain, 1, bnet, Y, 1271, 675, 1097, 2200, 66.2, 76.5, 46.3, 66.7, 63.3 2, 50, infogain, 1, rbfnet, N, 2064, 1109, 811, 1259, 63.4, 53.2, 28.2, 60.8, 61.3 2, 50, infogain, 1, rbfnet, Y, 1259, 811, 1109, 2064, 63.4, 71.8, 46.8, 65.0, 61.3 2, 50, infogain, 2, nb, N, 2279, 1372, 596, 996, 62.5, 42.1, 20.7, 62.6, 56.5 2, 50, infogain, 2, nb, Y, 996, 596, 1372, 2279, 62.5, 79.3, 57.9, 62.4, 56.5 2, 50, infogain, 2, j48, N, 2098, 1285, 777, 1083, 60.7, 45.7, 27.0, 58.2, 57.1 2, 50, infogain, 2, j48, Y, 1083, 777, 1285, 2098, 60.7, 73.0, 54.3, 62.0, 57.1 2, 50, infogain, 2, zeror, N, 2875, 2368, 0, 0, 54.8, 0.0, 0.0, 0.0, 29.3 2, 50, infogain, 2, zeror, Y, 0, 0, 2368, 2875, 54.8, 100.0, 100.0, 54.8, 29.3 2, 50, infogain, 2, oner, N, 1683, 942, 1192, 1426, 59.3, 60.2, 41.5, 54.5, 59.4 2, 50, infogain, 2, oner, Y, 1426, 1192, 942, 1683, 59.3, 58.5, 39.8, 64.1, 59.4 2, 50, infogain, 2, adtree, N, 2166, 1027, 709, 1341, 66.9, 56.6, 24.7, 65.4, 64.7 2, 50, infogain, 2, adtree, Y, 1341, 709, 1027, 2166, 66.9, 75.3, 43.4, 67.8, 64.7 2, 50, infogain, 2, bnet, N, 2159, 1094, 716, 1274, 65.5, 53.8, 24.9, 64.0, 62.9 2, 50, infogain, 2, bnet, Y, 1274, 716, 1094, 2159, 65.5, 75.1, 46.2, 66.4, 62.9 2, 50, infogain, 2, rbfnet, N, 2045, 1156, 830, 1212, 62.1, 51.2, 28.9, 59.4, 59.9 2, 50, infogain, 2, rbfnet, Y, 1212, 830, 1156, 2045, 62.1, 71.1, 48.8, 63.9, 59.9 2, 50, infogain, 3, nb, N, 2129, 1270, 719, 1125, 62.1, 47.0, 25.2, 61.0, 58.5 2, 50, infogain, 3, nb, Y, 1125, 719, 1270, 2129, 62.1, 74.8, 53.0, 62.6, 58.5 2, 50, infogain, 3, j48, N, 2228, 1466, 620, 929, 60.2, 38.8, 21.8, 60.0, 54.1 2, 50, infogain, 3, j48, Y, 929, 620, 1466, 2228, 60.2, 78.2, 61.2, 60.3, 54.1 2, 50, infogain, 3, zeror, N, 2848, 2395, 0, 0, 54.3, 0.0, 0.0, 0.0, 29.3 2, 50, infogain, 3, zeror, Y, 0, 0, 2395, 2848, 54.3, 100.0, 100.0, 54.3, 29.3 2, 50, infogain, 3, oner, N, 1664, 925, 1184, 1470, 59.8, 61.4, 41.6, 55.4, 59.9 2, 50, infogain, 3, oner, Y, 1470, 1184, 925, 1664, 59.8, 58.4, 38.6, 64.3, 59.9 2, 50, infogain, 3, adtree, N, 2033, 903, 815, 1492, 67.2, 62.3, 28.6, 64.7, 66.5 2, 50, infogain, 3, adtree, Y, 1492, 815, 903, 2033, 67.2, 71.4, 37.7, 69.2, 66.5 2, 50, infogain, 3, bnet, N, 2188, 1159, 660, 1236, 65.3, 51.6, 23.2, 65.2, 62.1 2, 50, infogain, 3, bnet, Y, 1236, 660, 1159, 2188, 65.3, 76.8, 48.4, 65.4, 62.1 2, 50, infogain, 3, rbfnet, N, 1806, 1046, 1042, 1349, 60.2, 56.3, 36.6, 56.4, 59.7 2, 50, infogain, 3, rbfnet, Y, 1349, 1042, 1046, 1806, 60.2, 63.4, 43.7, 63.3, 59.7 2, 50, infogain, 4, nb, N, 2190, 1336, 628, 1089, 62.5, 44.9, 22.3, 63.4, 58.0 2, 50, infogain, 4, nb, Y, 1089, 628, 1336, 2190, 62.5, 77.7, 55.1, 62.1, 58.0 2, 50, infogain, 4, j48, N, 1978, 1229, 840, 1196, 60.5, 49.3, 29.8, 58.7, 58.4 2, 50, infogain, 4, j48, Y, 1196, 840, 1229, 1978, 60.5, 70.2, 50.7, 61.7, 58.4 2, 50, infogain, 4, zeror, N, 2818, 2425, 0, 0, 53.7, 0.0, 0.0, 0.0, 29.3 2, 50, infogain, 4, zeror, Y, 0, 0, 2425, 2818, 53.7, 100.0, 100.0, 53.7, 29.3 2, 50, infogain, 4, oner, N, 1715, 847, 1103, 1578, 62.8, 65.1, 39.1, 58.9, 62.9 2, 50, infogain, 4, oner, Y, 1578, 1103, 847, 1715, 62.8, 60.9, 34.9, 66.9, 62.9 2, 50, infogain, 4, adtree, N, 1983, 837, 835, 1588, 68.1, 65.5, 29.6, 65.5, 67.8 2, 50, infogain, 4, adtree, Y, 1588, 835, 837, 1983, 68.1, 70.4, 34.5, 70.3, 67.8 2, 50, infogain, 4, bnet, N, 2174, 1169, 644, 1256, 65.4, 51.8, 22.9, 66.1, 62.3 2, 50, infogain, 4, bnet, Y, 1256, 644, 1169, 2174, 65.4, 77.1, 48.2, 65.0, 62.3 2, 50, infogain, 4, rbfnet, N, 1857, 1039, 961, 1386, 61.9, 57.2, 34.1, 59.1, 61.3 2, 50, infogain, 4, rbfnet, Y, 1386, 961, 1039, 1857, 61.9, 65.9, 42.8, 64.1, 61.3 2, 50, infogain, 5, nb, N, 2670, 1363, 656, 891, 63.8, 39.5, 19.7, 57.6, 55.0 2, 50, infogain, 5, nb, Y, 891, 656, 1363, 2670, 63.8, 80.3, 60.5, 66.2, 55.0 2, 50, infogain, 5, j48, N, 2743, 1523, 583, 731, 62.3, 32.4, 17.5, 55.6, 50.6 2, 50, infogain, 5, j48, Y, 731, 583, 1523, 2743, 62.3, 82.5, 67.6, 64.3, 50.6 2, 50, infogain, 5, zeror, N, 3326, 2254, 0, 0, 59.6, 0.0, 0.0, 0.0, 29.3 2, 50, infogain, 5, zeror, Y, 0, 0, 2254, 3326, 59.6, 100.0, 100.0, 59.6, 29.3 2, 50, infogain, 5, oner, N, 2119, 996, 1207, 1258, 60.5, 55.8, 36.3, 51.0, 59.6 2, 50, infogain, 5, oner, Y, 1258, 1207, 996, 2119, 60.5, 63.7, 44.2, 68.0, 59.6 2, 50, infogain, 5, adtree, N, 2751, 1244, 575, 1010, 67.4, 44.8, 17.3, 63.7, 59.1 2, 50, infogain, 5, adtree, Y, 1010, 575, 1244, 2751, 67.4, 82.7, 55.2, 68.9, 59.1 2, 50, infogain, 5, bnet, N, 2584, 1167, 742, 1087, 65.8, 48.2, 22.3, 59.4, 60.1 2, 50, infogain, 5, bnet, Y, 1087, 742, 1167, 2584, 65.8, 77.7, 51.8, 68.9, 60.1 2, 50, infogain, 5, rbfnet, N, 2761, 1544, 565, 710, 62.2, 31.5, 17.0, 55.7, 50.1 2, 50, infogain, 5, rbfnet, Y, 710, 565, 1544, 2761, 62.2, 83.0, 68.5, 64.1, 50.1 2, 50, chisquared, 1, nb, N, 2150, 1231, 715, 1147, 62.9, 48.2, 25.0, 61.6, 59.4 2, 50, chisquared, 1, nb, Y, 1147, 715, 1231, 2150, 62.9, 75.0, 51.8, 63.6, 59.4 2, 50, chisquared, 1, j48, N, 2104, 1324, 761, 1054, 60.2, 44.3, 26.6, 58.1, 56.4 2, 50, chisquared, 1, j48, Y, 1054, 761, 1324, 2104, 60.2, 73.4, 55.7, 61.4, 56.4 2, 50, chisquared, 1, zeror, N, 2865, 2378, 0, 0, 54.6, 0.0, 0.0, 0.0, 29.3 2, 50, chisquared, 1, zeror, Y, 0, 0, 2378, 2865, 54.6, 100.0, 100.0, 54.6, 29.3 2, 50, chisquared, 1, oner, N, 1681, 923, 1184, 1455, 59.8, 61.2, 41.3, 55.1, 59.9 2, 50, chisquared, 1, oner, Y, 1455, 1184, 923, 1681, 59.8, 58.7, 38.8, 64.6, 59.9 2, 50, chisquared, 1, adtree, N, 2088, 924, 777, 1454, 67.6, 61.1, 27.1, 65.2, 66.5 2, 50, chisquared, 1, adtree, Y, 1454, 777, 924, 2088, 67.6, 72.9, 38.9, 69.3, 66.5 2, 50, chisquared, 1, bnet, N, 2195, 1144, 670, 1234, 65.4, 51.9, 23.4, 64.8, 62.2 2, 50, chisquared, 1, bnet, Y, 1234, 670, 1144, 2195, 65.4, 76.6, 48.1, 65.7, 62.2 2, 50, chisquared, 1, rbfnet, N, 1990, 1041, 875, 1337, 63.5, 56.2, 30.5, 60.4, 62.3 2, 50, chisquared, 1, rbfnet, Y, 1337, 875, 1041, 1990, 63.5, 69.5, 43.8, 65.7, 62.3 2, 50, chisquared, 2, nb, N, 2310, 1306, 597, 1030, 63.7, 44.1, 20.5, 63.3, 57.9 2, 50, chisquared, 2, nb, Y, 1030, 597, 1306, 2310, 63.7, 79.5, 55.9, 63.9, 57.9 2, 50, chisquared, 2, j48, N, 2343, 1475, 564, 861, 61.1, 36.9, 19.4, 60.4, 53.3 2, 50, chisquared, 2, j48, Y, 861, 564, 1475, 2343, 61.1, 80.6, 63.1, 61.4, 53.3 2, 50, chisquared, 2, zeror, N, 2907, 2336, 0, 0, 55.4, 0.0, 0.0, 0.0, 29.3 2, 50, chisquared, 2, zeror, Y, 0, 0, 2336, 2907, 55.4, 100.0, 100.0, 55.4, 29.3 2, 50, chisquared, 2, oner, N, 1666, 871, 1241, 1465, 59.7, 62.7, 42.7, 54.1, 59.9 2, 50, chisquared, 2, oner, Y, 1465, 1241, 871, 1666, 59.7, 57.3, 37.3, 65.7, 59.9 2, 50, chisquared, 2, adtree, N, 2079, 892, 828, 1444, 67.2, 61.8, 28.5, 63.6, 66.3 2, 50, chisquared, 2, adtree, Y, 1444, 828, 892, 2079, 67.2, 71.5, 38.2, 70.0, 66.3 2, 50, chisquared, 2, bnet, N, 2189, 1051, 718, 1285, 66.3, 55.0, 24.7, 64.2, 63.7 2, 50, chisquared, 2, bnet, Y, 1285, 718, 1051, 2189, 66.3, 75.3, 45.0, 67.6, 63.7 2, 50, chisquared, 2, rbfnet, N, 2333, 1471, 574, 865, 61.0, 37.0, 19.7, 60.1, 53.3 2, 50, chisquared, 2, rbfnet, Y, 865, 574, 1471, 2333, 61.0, 80.3, 63.0, 61.3, 53.3 2, 50, chisquared, 3, nb, N, 2267, 1353, 561, 1062, 63.5, 44.0, 19.8, 65.4, 58.0 2, 50, chisquared, 3, nb, Y, 1062, 561, 1353, 2267, 63.5, 80.2, 56.0, 62.6, 58.0 2, 50, chisquared, 3, j48, N, 2240, 1477, 588, 938, 60.6, 38.8, 20.8, 61.5, 54.3 2, 50, chisquared, 3, j48, Y, 938, 588, 1477, 2240, 60.6, 79.2, 61.2, 60.3, 54.3 2, 50, chisquared, 3, zeror, N, 2828, 2415, 0, 0, 53.9, 0.0, 0.0, 0.0, 29.3 2, 50, chisquared, 3, zeror, Y, 0, 0, 2415, 2828, 53.9, 100.0, 100.0, 53.9, 29.3 2, 50, chisquared, 3, oner, N, 1735, 835, 1093, 1580, 63.2, 65.4, 38.6, 59.1, 63.3 2, 50, chisquared, 3, oner, Y, 1580, 1093, 835, 1735, 63.2, 61.4, 34.6, 67.5, 63.3 2, 50, chisquared, 3, adtree, N, 2074, 940, 754, 1475, 67.7, 61.1, 26.7, 66.2, 66.6 2, 50, chisquared, 3, adtree, Y, 1475, 754, 940, 2074, 67.7, 73.3, 38.9, 68.8, 66.6 2, 50, chisquared, 3, bnet, N, 2131, 1128, 697, 1287, 65.2, 53.3, 24.6, 64.9, 62.7 2, 50, chisquared, 3, bnet, Y, 1287, 697, 1128, 2131, 65.2, 75.4, 46.7, 65.4, 62.7 2, 50, chisquared, 3, rbfnet, N, 2139, 1299, 689, 1116, 62.1, 46.2, 24.4, 61.8, 58.2 2, 50, chisquared, 3, rbfnet, Y, 1116, 689, 1299, 2139, 62.1, 75.6, 53.8, 62.2, 58.2 2, 50, chisquared, 4, nb, N, 2345, 1311, 565, 1022, 64.2, 43.8, 19.4, 64.4, 58.0 2, 50, chisquared, 4, nb, Y, 1022, 565, 1311, 2345, 64.2, 80.6, 56.2, 64.1, 58.0 2, 50, chisquared, 4, j48, N, 2318, 1445, 592, 888, 61.1, 38.1, 20.3, 60.0, 53.9 2, 50, chisquared, 4, j48, Y, 888, 592, 1445, 2318, 61.1, 79.7, 61.9, 61.6, 53.9 2, 50, chisquared, 4, zeror, N, 2910, 2333, 0, 0, 55.5, 0.0, 0.0, 0.0, 29.3 2, 50, chisquared, 4, zeror, Y, 0, 0, 2333, 2910, 55.5, 100.0, 100.0, 55.5, 29.3 2, 50, chisquared, 4, oner, N, 1724, 882, 1186, 1451, 60.6, 62.2, 40.8, 55.0, 60.7 2, 50, chisquared, 4, oner, Y, 1451, 1186, 882, 1724, 60.6, 59.2, 37.8, 66.2, 60.7 2, 50, chisquared, 4, adtree, N, 2014, 815, 896, 1518, 67.4, 65.1, 30.8, 62.9, 67.1 2, 50, chisquared, 4, adtree, Y, 1518, 896, 815, 2014, 67.4, 69.2, 34.9, 71.2, 67.1 2, 50, chisquared, 4, bnet, N, 2246, 1119, 664, 1214, 66.0, 52.0, 22.8, 64.6, 62.4 2, 50, chisquared, 4, bnet, Y, 1214, 664, 1119, 2246, 66.0, 77.2, 48.0, 66.7, 62.4 2, 50, chisquared, 4, rbfnet, N, 2270, 1325, 640, 1008, 62.5, 43.2, 22.0, 61.2, 56.9 2, 50, chisquared, 4, rbfnet, Y, 1008, 640, 1325, 2270, 62.5, 78.0, 56.8, 63.1, 56.9 2, 50, chisquared, 5, nb, N, 2696, 1226, 703, 950, 65.4, 43.7, 20.7, 57.5, 57.6 2, 50, chisquared, 5, nb, Y, 950, 703, 1226, 2696, 65.4, 79.3, 56.3, 68.7, 57.6 2, 50, chisquared, 5, j48, N, 2792, 1484, 607, 692, 62.5, 31.8, 17.9, 53.3, 50.2 2, 50, chisquared, 5, j48, Y, 692, 607, 1484, 2792, 62.5, 82.1, 68.2, 65.3, 50.2 2, 50, chisquared, 5, zeror, N, 3399, 2176, 0, 0, 61.0, 0.0, 0.0, 0.0, 29.3 2, 50, chisquared, 5, zeror, Y, 0, 0, 2176, 3399, 61.0, 100.0, 100.0, 61.0, 29.3 2, 50, chisquared, 5, oner, N, 2173, 914, 1226, 1262, 61.6, 58.0, 36.1, 50.7, 60.9 2, 50, chisquared, 5, oner, Y, 1262, 1226, 914, 2173, 61.6, 63.9, 42.0, 70.4, 60.9 2, 50, chisquared, 5, adtree, N, 2680, 1033, 719, 1143, 68.6, 52.5, 21.2, 61.4, 63.3 2, 50, chisquared, 5, adtree, Y, 1143, 719, 1033, 2680, 68.6, 78.8, 47.5, 72.2, 63.3 2, 50, chisquared, 5, bnet, N, 2862, 1305, 537, 871, 67.0, 40.0, 15.8, 61.9, 56.1 2, 50, chisquared, 5, bnet, Y, 871, 537, 1305, 2862, 67.0, 84.2, 60.0, 68.7, 56.1 2, 50, chisquared, 5, rbfnet, N, 2725, 1335, 674, 841, 64.0, 38.6, 19.8, 55.5, 54.4 2, 50, chisquared, 5, rbfnet, Y, 841, 674, 1335, 2725, 64.0, 80.2, 61.4, 67.1, 54.4 2, 50, oneR, 1, nb, N, 2365, 1434, 482, 962, 63.5, 40.2, 16.9, 66.6, 56.0 2, 50, oneR, 1, nb, Y, 962, 482, 1434, 2365, 63.5, 83.1, 59.8, 62.3, 56.0 2, 50, oneR, 1, j48, N, 2216, 1390, 631, 1006, 61.5, 42.0, 22.2, 61.5, 56.1 2, 50, oneR, 1, j48, Y, 1006, 631, 1390, 2216, 61.5, 77.8, 58.0, 61.5, 56.1 2, 50, oneR, 1, zeror, N, 2847, 2396, 0, 0, 54.3, 0.0, 0.0, 0.0, 29.3 2, 50, oneR, 1, zeror, Y, 0, 0, 2396, 2847, 54.3, 100.0, 100.0, 54.3, 29.3 2, 50, oneR, 1, oner, N, 1678, 829, 1169, 1567, 61.9, 65.4, 41.1, 57.3, 62.0 2, 50, oneR, 1, oner, Y, 1567, 1169, 829, 1678, 61.9, 58.9, 34.6, 66.9, 62.0 2, 50, oneR, 1, adtree, N, 2262, 1107, 585, 1289, 67.7, 53.8, 20.5, 68.8, 64.2 2, 50, oneR, 1, adtree, Y, 1289, 585, 1107, 2262, 67.7, 79.5, 46.2, 67.1, 64.2 2, 50, oneR, 1, bnet, N, 2078, 959, 769, 1437, 67.0, 60.0, 27.0, 65.1, 65.9 2, 50, oneR, 1, bnet, Y, 1437, 769, 959, 2078, 67.0, 73.0, 40.0, 68.4, 65.9 2, 50, oneR, 1, rbfnet, N, 2183, 1230, 664, 1166, 63.9, 48.7, 23.3, 63.7, 60.1 2, 50, oneR, 1, rbfnet, Y, 1166, 664, 1230, 2183, 63.9, 76.7, 51.3, 64.0, 60.1 2, 50, oneR, 2, nb, N, 2309, 1389, 548, 997, 63.1, 41.8, 19.2, 64.5, 56.7 2, 50, oneR, 2, nb, Y, 997, 548, 1389, 2309, 63.1, 80.8, 58.2, 62.4, 56.7 2, 50, oneR, 2, j48, N, 2141, 1329, 716, 1057, 61.0, 44.3, 25.1, 59.6, 56.8 2, 50, oneR, 2, j48, Y, 1057, 716, 1329, 2141, 61.0, 74.9, 55.7, 61.7, 56.8 2, 50, oneR, 2, zeror, N, 2857, 2386, 0, 0, 54.5, 0.0, 0.0, 0.0, 29.3 2, 50, oneR, 2, zeror, Y, 0, 0, 2386, 2857, 54.5, 100.0, 100.0, 54.5, 29.3 2, 50, oneR, 2, oner, N, 1646, 903, 1211, 1483, 59.7, 62.2, 42.4, 55.0, 59.8 2, 50, oneR, 2, oner, Y, 1483, 1211, 903, 1646, 59.7, 57.6, 37.8, 64.6, 59.8 2, 50, oneR, 2, adtree, N, 2257, 1082, 600, 1304, 67.9, 54.7, 21.0, 68.5, 64.7 2, 50, oneR, 2, adtree, Y, 1304, 600, 1082, 2257, 67.9, 79.0, 45.3, 67.6, 64.7 2, 50, oneR, 2, bnet, N, 2068, 975, 789, 1411, 66.4, 59.1, 27.6, 64.1, 65.1 2, 50, oneR, 2, bnet, Y, 1411, 789, 975, 2068, 66.4, 72.4, 40.9, 68.0, 65.1 2, 50, oneR, 2, rbfnet, N, 2134, 1186, 723, 1200, 63.6, 50.3, 25.3, 62.4, 60.6 2, 50, oneR, 2, rbfnet, Y, 1200, 723, 1186, 2134, 63.6, 74.7, 49.7, 64.3, 60.6 2, 50, oneR, 3, nb, N, 2308, 1438, 500, 997, 63.0, 40.9, 17.8, 66.6, 56.4 2, 50, oneR, 3, nb, Y, 997, 500, 1438, 2308, 63.0, 82.2, 59.1, 61.6, 56.4 2, 50, oneR, 3, j48, N, 2105, 1378, 703, 1057, 60.3, 43.4, 25.0, 60.1, 56.2 2, 50, oneR, 3, j48, Y, 1057, 703, 1378, 2105, 60.3, 75.0, 56.6, 60.4, 56.2 2, 50, oneR, 3, zeror, N, 2808, 2435, 0, 0, 53.6, 0.0, 0.0, 0.0, 29.3 2, 50, oneR, 3, zeror, Y, 0, 0, 2435, 2808, 53.6, 100.0, 100.0, 53.6, 29.3 2, 50, oneR, 3, oner, N, 1682, 880, 1126, 1555, 61.7, 63.9, 40.1, 58.0, 61.8 2, 50, oneR, 3, oner, Y, 1555, 1126, 880, 1682, 61.7, 59.9, 36.1, 65.7, 61.8 2, 50, oneR, 3, adtree, N, 2116, 1033, 692, 1402, 67.1, 57.6, 24.6, 67.0, 65.3 2, 50, oneR, 3, adtree, Y, 1402, 692, 1033, 2116, 67.1, 75.4, 42.4, 67.2, 65.3 2, 50, oneR, 3, bnet, N, 2000, 1009, 808, 1426, 65.3, 58.6, 28.8, 63.8, 64.3 2, 50, oneR, 3, bnet, Y, 1426, 808, 1009, 2000, 65.3, 71.2, 41.4, 66.5, 64.3 2, 50, oneR, 3, rbfnet, N, 2077, 1093, 731, 1342, 65.2, 55.1, 26.0, 64.7, 63.3 2, 50, oneR, 3, rbfnet, Y, 1342, 731, 1093, 2077, 65.2, 74.0, 44.9, 65.5, 63.3 2, 50, oneR, 4, nb, N, 2805, 1190, 905, 1082, 65.0, 47.6, 24.4, 54.5, 59.1 2, 50, oneR, 4, nb, Y, 1082, 905, 1190, 2805, 65.0, 75.6, 52.4, 70.2, 59.1 2, 50, oneR, 4, j48, N, 3016, 1490, 694, 782, 63.5, 34.4, 18.7, 53.0, 51.8 2, 50, oneR, 4, j48, Y, 782, 694, 1490, 3016, 63.5, 81.3, 65.6, 66.9, 51.8 2, 50, oneR, 4, zeror, N, 3710, 2272, 0, 0, 62.0, 0.0, 0.0, 0.0, 29.3 2, 50, oneR, 4, zeror, Y, 0, 0, 2272, 3710, 62.0, 100.0, 100.0, 62.0, 29.3 2, 50, oneR, 4, oner, N, 2373, 957, 1337, 1315, 61.7, 57.9, 36.0, 49.6, 60.8 2, 50, oneR, 4, oner, Y, 1315, 1337, 957, 2373, 61.7, 64.0, 42.1, 71.3, 60.8 2, 50, oneR, 4, adtree, N, 2945, 1098, 765, 1174, 68.9, 51.7, 20.6, 60.5, 62.8 2, 50, oneR, 4, adtree, Y, 1174, 765, 1098, 2945, 68.9, 79.4, 48.3, 72.8, 62.8 2, 50, oneR, 4, bnet, N, 3116, 1305, 594, 967, 68.3, 42.6, 16.0, 61.9, 57.8 2, 50, oneR, 4, bnet, Y, 967, 594, 1305, 3116, 68.3, 84.0, 57.4, 70.5, 57.8 2, 50, oneR, 4, rbfnet, N, 2660, 1184, 1050, 1088, 62.7, 47.9, 28.3, 50.9, 58.1 2, 50, oneR, 4, rbfnet, Y, 1088, 1050, 1184, 2660, 62.7, 71.7, 52.1, 69.2, 58.1 2, 50, oneR, 5, nb, N, 3662, 1179, 792, 578, 68.3, 32.9, 17.8, 42.2, 50.9 2, 50, oneR, 5, nb, Y, 578, 792, 1179, 3662, 68.3, 82.2, 67.1, 75.6, 50.9 2, 50, oneR, 5, j48, N, 4030, 1437, 424, 320, 70.0, 18.2, 9.5, 43.0, 41.8 2, 50, oneR, 5, j48, Y, 320, 424, 1437, 4030, 70.0, 90.5, 81.8, 73.7, 41.8 2, 50, oneR, 5, zeror, N, 4454, 1757, 0, 0, 71.7, 0.0, 0.0, 0.0, 29.3 2, 50, oneR, 5, zeror, Y, 0, 0, 1757, 4454, 71.7, 100.0, 100.0, 71.7, 29.3 2, 50, oneR, 5, oner, N, 4355, 1651, 99, 106, 71.8, 6.0, 2.2, 51.7, 33.5 2, 50, oneR, 5, oner, Y, 106, 99, 1651, 4355, 71.8, 97.8, 94.0, 72.5, 33.5 2, 50, oneR, 5, adtree, N, 4315, 1550, 139, 207, 72.8, 11.8, 3.1, 59.8, 37.6 2, 50, oneR, 5, adtree, Y, 207, 139, 1550, 4315, 72.8, 96.9, 88.2, 73.6, 37.6 2, 50, oneR, 5, bnet, N, 4148, 1440, 306, 317, 71.9, 18.0, 6.9, 50.9, 41.8 2, 50, oneR, 5, bnet, Y, 317, 306, 1440, 4148, 71.9, 93.1, 82.0, 74.2, 41.8 2, 50, oneR, 5, rbfnet, N, 4454, 1757, 0, 0, 71.7, 0.0, 0.0, 0.0, 29.3 2, 50, oneR, 5, rbfnet, Y, 0, 0, 1757, 4454, 71.7, 100.0, 100.0, 71.7, 29.3 3, 30, cfs, 1, nb, N, 2431, 1433, 483, 896, 63.5, 38.5, 16.6, 65.0, 54.9 3, 30, cfs, 1, nb, Y, 896, 483, 1433, 2431, 63.5, 83.4, 61.5, 62.9, 54.9 3, 30, cfs, 1, j48, N, 2196, 1329, 718, 1000, 61.0, 42.9, 24.6, 58.2, 56.0 3, 30, cfs, 1, j48, Y, 1000, 718, 1329, 2196, 61.0, 75.4, 57.1, 62.3, 56.0 3, 30, cfs, 1, zeror, N, 2914, 2329, 0, 0, 55.6, 0.0, 0.0, 0.0, 29.3 3, 30, cfs, 1, zeror, Y, 0, 0, 2329, 2914, 55.6, 100.0, 100.0, 55.6, 29.3 3, 30, cfs, 1, oner, N, 1709, 907, 1205, 1422, 59.7, 61.1, 41.4, 54.1, 59.8 3, 30, cfs, 1, oner, Y, 1422, 1205, 907, 1709, 59.7, 58.6, 38.9, 65.3, 59.8 3, 30, cfs, 1, adtree, N, 2187, 980, 727, 1349, 67.4, 57.9, 24.9, 65.0, 65.4 3, 30, cfs, 1, adtree, Y, 1349, 727, 980, 2187, 67.4, 75.1, 42.1, 69.1, 65.4 3, 30, cfs, 1, bnet, N, 2172, 1047, 742, 1282, 65.9, 55.0, 25.5, 63.3, 63.5 3, 30, cfs, 1, bnet, Y, 1282, 742, 1047, 2172, 65.9, 74.5, 45.0, 67.5, 63.5 3, 30, cfs, 1, rbfnet, N, 2204, 1254, 710, 1075, 62.5, 46.2, 24.4, 60.2, 58.2 3, 30, cfs, 1, rbfnet, Y, 1075, 710, 1254, 2204, 62.5, 75.6, 53.8, 63.7, 58.2 3, 30, cfs, 3, nb, N, 2864, 1389, 752, 978, 64.2, 41.3, 20.8, 56.5, 56.0 3, 30, cfs, 3, nb, Y, 978, 752, 1389, 2864, 64.2, 79.2, 58.7, 67.3, 56.0 3, 30, cfs, 3, j48, N, 2945, 1585, 671, 782, 62.3, 33.0, 18.6, 53.8, 50.9 3, 30, cfs, 3, j48, Y, 782, 671, 1585, 2945, 62.3, 81.4, 67.0, 65.0, 50.9 3, 30, cfs, 3, zeror, N, 3616, 2367, 0, 0, 60.4, 0.0, 0.0, 0.0, 29.3 3, 30, cfs, 3, zeror, Y, 0, 0, 2367, 3616, 60.4, 100.0, 100.0, 60.4, 29.3 3, 30, cfs, 3, oner, N, 2260, 880, 1356, 1487, 62.6, 62.8, 37.5, 52.3, 62.7 3, 30, cfs, 3, oner, Y, 1487, 1356, 880, 2260, 62.6, 62.5, 37.2, 72.0, 62.7 3, 30, cfs, 3, adtree, N, 2857, 1197, 759, 1170, 67.3, 49.4, 21.0, 60.7, 61.3 3, 30, cfs, 3, adtree, Y, 1170, 759, 1197, 2857, 67.3, 79.0, 50.6, 70.5, 61.3 3, 30, cfs, 3, bnet, N, 3013, 1491, 603, 876, 65.0, 37.0, 16.7, 59.2, 53.9 3, 30, cfs, 3, bnet, Y, 876, 603, 1491, 3013, 65.0, 83.3, 63.0, 66.9, 53.9 3, 30, cfs, 3, rbfnet, N, 2944, 1618, 672, 749, 61.7, 31.6, 18.6, 52.7, 49.9 3, 30, cfs, 3, rbfnet, Y, 749, 672, 1618, 2944, 61.7, 81.4, 68.4, 64.5, 49.9 3, 30, cfs, 4, nb, N, 2795, 1459, 760, 968, 62.9, 39.9, 21.4, 56.0, 54.9 3, 30, cfs, 4, nb, Y, 968, 760, 1459, 2795, 62.9, 78.6, 60.1, 65.7, 54.9 3, 30, cfs, 4, j48, N, 2916, 1642, 639, 785, 61.9, 32.3, 18.0, 55.1, 50.5 3, 30, cfs, 4, j48, Y, 785, 639, 1642, 2916, 61.9, 82.0, 67.7, 64.0, 50.5 3, 30, cfs, 4, zeror, N, 3555, 2427, 0, 0, 59.4, 0.0, 0.0, 0.0, 29.3 3, 30, cfs, 4, zeror, Y, 0, 0, 2427, 3555, 59.4, 100.0, 100.0, 59.4, 29.3 3, 30, cfs, 4, oner, N, 2242, 911, 1313, 1516, 62.8, 62.5, 36.9, 53.6, 62.8 3, 30, cfs, 4, oner, Y, 1516, 1313, 911, 2242, 62.8, 63.1, 37.5, 71.1, 62.8 3, 30, cfs, 4, adtree, N, 2794, 1200, 761, 1227, 67.2, 50.6, 21.4, 61.7, 61.9 3, 30, cfs, 4, adtree, Y, 1227, 761, 1200, 2794, 67.2, 78.6, 49.4, 70.0, 61.9 3, 30, cfs, 4, bnet, N, 2968, 1554, 587, 873, 64.2, 36.0, 16.5, 59.8, 53.2 3, 30, cfs, 4, bnet, Y, 873, 587, 1554, 2968, 64.2, 83.5, 64.0, 65.6, 53.2 3, 30, cfs, 4, rbfnet, N, 2939, 1659, 616, 768, 62.0, 31.6, 17.3, 55.5, 50.1 3, 30, cfs, 4, rbfnet, Y, 768, 616, 1659, 2939, 62.0, 82.7, 68.4, 63.9, 50.1 3, 30, cfs, 5, nb, N, 2660, 1311, 688, 919, 64.2, 41.2, 20.5, 57.2, 56.0 3, 30, cfs, 5, nb, Y, 919, 688, 1311, 2660, 64.2, 79.5, 58.8, 67.0, 56.0 3, 30, cfs, 5, j48, N, 2709, 1466, 639, 764, 62.3, 34.3, 19.1, 54.5, 51.6 3, 30, cfs, 5, j48, Y, 764, 639, 1466, 2709, 62.3, 80.9, 65.7, 64.9, 51.6 3, 30, cfs, 5, zeror, N, 3348, 2230, 0, 0, 60.0, 0.0, 0.0, 0.0, 29.3 3, 30, cfs, 5, zeror, Y, 0, 0, 2230, 3348, 60.0, 100.0, 100.0, 60.0, 29.3 3, 30, cfs, 5, oner, N, 2107, 861, 1241, 1369, 62.3, 61.4, 37.1, 52.5, 62.2 3, 30, cfs, 5, oner, Y, 1369, 1241, 861, 2107, 62.3, 62.9, 38.6, 71.0, 62.2 3, 30, cfs, 5, adtree, N, 2618, 1124, 730, 1106, 66.8, 49.6, 21.8, 60.2, 61.2 3, 30, cfs, 5, adtree, Y, 1106, 730, 1124, 2618, 66.8, 78.2, 50.4, 70.0, 61.2 3, 30, cfs, 5, bnet, N, 2805, 1434, 543, 796, 64.6, 35.7, 16.2, 59.4, 53.1 3, 30, cfs, 5, bnet, Y, 796, 543, 1434, 2805, 64.6, 83.8, 64.3, 66.2, 53.1 3, 30, cfs, 5, rbfnet, N, 2797, 1564, 551, 666, 62.1, 29.9, 16.5, 54.7, 49.1 3, 30, cfs, 5, rbfnet, Y, 666, 551, 1564, 2797, 62.1, 83.5, 70.1, 64.1, 49.1 3, 30, infogain, 1, nb, N, 2288, 1339, 579, 1037, 63.4, 43.6, 20.2, 64.2, 57.7 3, 30, infogain, 1, nb, Y, 1037, 579, 1339, 2288, 63.4, 79.8, 56.4, 63.1, 57.7 3, 30, infogain, 1, j48, N, 1816, 1006, 1051, 1370, 60.8, 57.7, 36.7, 56.6, 60.4 3, 30, infogain, 1, j48, Y, 1370, 1051, 1006, 1816, 60.8, 63.3, 42.3, 64.4, 60.4 3, 30, infogain, 1, zeror, N, 2867, 2376, 0, 0, 54.7, 0.0, 0.0, 0.0, 29.3 3, 30, infogain, 1, zeror, Y, 0, 0, 2376, 2867, 54.7, 100.0, 100.0, 54.7, 29.3 3, 30, infogain, 1, oner, N, 1664, 882, 1203, 1494, 60.2, 62.9, 42.0, 55.4, 60.4 3, 30, infogain, 1, oner, Y, 1494, 1203, 882, 1664, 60.2, 58.0, 37.1, 65.4, 60.4 3, 30, infogain, 1, adtree, N, 2197, 1026, 670, 1350, 67.7, 56.8, 23.4, 66.8, 65.3 3, 30, infogain, 1, adtree, Y, 1350, 670, 1026, 2197, 67.7, 76.6, 43.2, 68.2, 65.3 3, 30, infogain, 1, bnet, N, 2175, 1166, 692, 1210, 64.6, 50.9, 24.1, 63.6, 61.3 3, 30, infogain, 1, bnet, Y, 1210, 692, 1166, 2175, 64.6, 75.9, 49.1, 65.1, 61.3 3, 30, infogain, 1, rbfnet, N, 2242, 1368, 625, 1008, 62.0, 42.4, 21.8, 61.7, 56.5 3, 30, infogain, 1, rbfnet, Y, 1008, 625, 1368, 2242, 62.0, 78.2, 57.6, 62.1, 56.5 3, 30, infogain, 4, nb, N, 2951, 1450, 632, 949, 65.2, 39.6, 17.6, 60.0, 55.5 3, 30, infogain, 4, nb, Y, 949, 632, 1450, 2951, 65.2, 82.4, 60.4, 67.1, 55.5 3, 30, infogain, 4, j48, N, 2861, 1400, 722, 999, 64.5, 41.6, 20.2, 58.0, 56.3 3, 30, infogain, 4, j48, Y, 999, 722, 1400, 2861, 64.5, 79.8, 58.4, 67.1, 56.3 3, 30, infogain, 4, zeror, N, 3583, 2399, 0, 0, 59.9, 0.0, 0.0, 0.0, 29.3 3, 30, infogain, 4, zeror, Y, 0, 0, 2399, 3583, 59.9, 100.0, 100.0, 59.9, 29.3 3, 30, infogain, 4, oner, N, 2337, 1035, 1246, 1364, 61.9, 56.9, 34.8, 52.3, 60.8 3, 30, infogain, 4, oner, Y, 1364, 1246, 1035, 2337, 61.9, 65.2, 43.1, 69.3, 60.8 3, 30, infogain, 4, adtree, N, 2799, 1137, 784, 1262, 67.9, 52.6, 21.9, 61.7, 63.1 3, 30, infogain, 4, adtree, Y, 1262, 784, 1137, 2799, 67.9, 78.1, 47.4, 71.1, 63.1 3, 30, infogain, 4, bnet, N, 2610, 1050, 973, 1349, 66.2, 56.2, 27.2, 58.1, 63.6 3, 30, infogain, 4, bnet, Y, 1349, 973, 1050, 2610, 66.2, 72.8, 43.8, 71.3, 63.6 3, 30, infogain, 4, rbfnet, N, 2998, 1448, 585, 951, 66.0, 39.6, 16.3, 61.9, 55.8 3, 30, infogain, 4, rbfnet, Y, 951, 585, 1448, 2998, 66.0, 83.7, 60.4, 67.4, 55.8 3, 30, infogain, 5, nb, N, 2744, 1368, 591, 857, 64.8, 38.5, 17.7, 59.2, 54.8 3, 30, infogain, 5, nb, Y, 857, 591, 1368, 2744, 64.8, 82.3, 61.5, 66.7, 54.8 3, 30, infogain, 5, j48, N, 2731, 1442, 604, 783, 63.2, 35.2, 18.1, 56.5, 52.4 3, 30, infogain, 5, j48, Y, 783, 604, 1442, 2731, 63.2, 81.9, 64.8, 65.4, 52.4 3, 30, infogain, 5, zeror, N, 3335, 2225, 0, 0, 60.0, 0.0, 0.0, 0.0, 29.3 3, 30, infogain, 5, zeror, Y, 0, 0, 2225, 3335, 60.0, 100.0, 100.0, 60.0, 29.3 3, 30, infogain, 5, oner, N, 2186, 982, 1149, 1243, 61.7, 55.9, 34.5, 52.0, 60.4 3, 30, infogain, 5, oner, Y, 1243, 1149, 982, 2186, 61.7, 65.5, 44.1, 69.0, 60.4 3, 30, infogain, 5, adtree, N, 2677, 1119, 658, 1106, 68.0, 49.7, 19.7, 62.7, 61.8 3, 30, infogain, 5, adtree, Y, 1106, 658, 1119, 2677, 68.0, 80.3, 50.3, 70.5, 61.8 3, 30, infogain, 5, bnet, N, 2408, 1001, 927, 1224, 65.3, 55.0, 27.8, 56.9, 62.6 3, 30, infogain, 5, bnet, Y, 1224, 927, 1001, 2408, 65.3, 72.2, 45.0, 70.6, 62.6 3, 30, infogain, 5, rbfnet, N, 2610, 1162, 725, 1063, 66.1, 47.8, 21.7, 59.5, 60.0 3, 30, infogain, 5, rbfnet, Y, 1063, 725, 1162, 2610, 66.1, 78.3, 52.2, 69.2, 60.0 3, 30, chisquared, 1, nb, N, 2246, 1241, 656, 1100, 63.8, 47.0, 22.6, 62.6, 59.2 3, 30, chisquared, 1, nb, Y, 1100, 656, 1241, 2246, 63.8, 77.4, 53.0, 64.4, 59.2 3, 30, chisquared, 1, j48, N, 2018, 1121, 884, 1220, 61.8, 52.1, 30.5, 58.0, 59.9 3, 30, chisquared, 1, j48, Y, 1220, 884, 1121, 2018, 61.8, 69.5, 47.9, 64.3, 59.9 3, 30, chisquared, 1, zeror, N, 2902, 2341, 0, 0, 55.3, 0.0, 0.0, 0.0, 29.3 3, 30, chisquared, 1, zeror, Y, 0, 0, 2341, 2902, 55.3, 100.0, 100.0, 55.3, 29.3 3, 30, chisquared, 1, oner, N, 1703, 869, 1199, 1472, 60.6, 62.9, 41.3, 55.1, 60.7 3, 30, chisquared, 1, oner, Y, 1472, 1199, 869, 1703, 60.6, 58.7, 37.1, 66.2, 60.7 3, 30, chisquared, 1, adtree, N, 2059, 901, 843, 1440, 66.7, 61.5, 29.0, 63.1, 65.9 3, 30, chisquared, 1, adtree, Y, 1440, 843, 901, 2059, 66.7, 71.0, 38.5, 69.6, 65.9 3, 30, chisquared, 1, bnet, N, 2223, 1163, 679, 1178, 64.9, 50.3, 23.4, 63.4, 61.2 3, 30, chisquared, 1, bnet, Y, 1178, 679, 1163, 2223, 64.9, 76.6, 49.7, 65.7, 61.2 3, 30, chisquared, 1, rbfnet, N, 1966, 1152, 936, 1189, 60.2, 50.8, 32.3, 56.0, 58.4 3, 30, chisquared, 1, rbfnet, Y, 1189, 936, 1152, 1966, 60.2, 67.7, 49.2, 63.1, 58.4 3, 30, chisquared, 2, nb, N, 2272, 1400, 554, 1017, 62.7, 42.1, 19.6, 64.7, 56.8 3, 30, chisquared, 2, nb, Y, 1017, 554, 1400, 2272, 62.7, 80.4, 57.9, 61.9, 56.8 3, 30, chisquared, 2, j48, N, 2013, 1230, 813, 1187, 61.0, 49.1, 28.8, 59.4, 58.7 3, 30, chisquared, 2, j48, Y, 1187, 813, 1230, 2013, 61.0, 71.2, 50.9, 62.1, 58.7 3, 30, chisquared, 2, zeror, N, 2826, 2417, 0, 0, 53.9, 0.0, 0.0, 0.0, 29.3 3, 30, chisquared, 2, zeror, Y, 0, 0, 2417, 2826, 53.9, 100.0, 100.0, 53.9, 29.3 3, 30, chisquared, 2, oner, N, 1677, 941, 1149, 1476, 60.1, 61.1, 40.7, 56.2, 60.2 3, 30, chisquared, 2, oner, Y, 1476, 1149, 941, 1677, 60.1, 59.3, 38.9, 64.1, 60.2 3, 30, chisquared, 2, adtree, N, 2033, 935, 793, 1482, 67.0, 61.3, 28.1, 65.1, 66.2 3, 30, chisquared, 2, adtree, Y, 1482, 793, 935, 2033, 67.0, 71.9, 38.7, 68.5, 66.2 3, 30, chisquared, 2, bnet, N, 2148, 1236, 678, 1181, 63.5, 48.9, 24.0, 63.5, 60.1 3, 30, chisquared, 2, bnet, Y, 1181, 678, 1236, 2148, 63.5, 76.0, 51.1, 63.5, 60.1 3, 30, chisquared, 2, rbfnet, N, 2155, 1353, 671, 1064, 61.4, 44.0, 23.7, 61.3, 57.0 3, 30, chisquared, 2, rbfnet, Y, 1064, 671, 1353, 2155, 61.4, 76.3, 56.0, 61.4, 57.0 3, 30, chisquared, 3, nb, N, 2274, 1430, 539, 1000, 62.4, 41.2, 19.2, 65.0, 56.2 3, 30, chisquared, 3, nb, Y, 1000, 539, 1430, 2274, 62.4, 80.8, 58.8, 61.4, 56.2 3, 30, chisquared, 3, j48, N, 1789, 1025, 1024, 1405, 60.9, 57.8, 36.4, 57.8, 60.6 3, 30, chisquared, 3, j48, Y, 1405, 1024, 1025, 1789, 60.9, 63.6, 42.2, 63.6, 60.6 3, 30, chisquared, 3, zeror, N, 2813, 2430, 0, 0, 53.7, 0.0, 0.0, 0.0, 29.3 3, 30, chisquared, 3, zeror, Y, 0, 0, 2430, 2813, 53.7, 100.0, 100.0, 53.7, 29.3 3, 30, chisquared, 3, oner, N, 1668, 879, 1145, 1551, 61.4, 63.8, 40.7, 57.5, 61.5 3, 30, chisquared, 3, oner, Y, 1551, 1145, 879, 1668, 61.4, 59.3, 36.2, 65.5, 61.5 3, 30, chisquared, 3, adtree, N, 2073, 989, 740, 1441, 67.0, 59.3, 26.3, 66.1, 65.7 3, 30, chisquared, 3, adtree, Y, 1441, 740, 989, 2073, 67.0, 73.7, 40.7, 67.7, 65.7 3, 30, chisquared, 3, bnet, N, 2177, 1255, 636, 1175, 63.9, 48.4, 22.6, 64.9, 60.1 3, 30, chisquared, 3, bnet, Y, 1175, 636, 1255, 2177, 63.9, 77.4, 51.6, 63.4, 60.1 3, 30, chisquared, 3, rbfnet, N, 2394, 1763, 419, 667, 58.4, 27.4, 14.9, 61.4, 47.6 3, 30, chisquared, 3, rbfnet, Y, 667, 419, 1763, 2394, 58.4, 85.1, 72.6, 57.6, 47.6 3, 30, chisquared, 5, nb, N, 2817, 1449, 526, 807, 64.7, 35.8, 15.7, 60.5, 53.2 3, 30, chisquared, 5, nb, Y, 807, 526, 1449, 2817, 64.7, 84.3, 64.2, 66.0, 53.2 3, 30, chisquared, 5, j48, N, 2688, 1520, 655, 736, 61.2, 32.6, 19.6, 52.9, 50.4 3, 30, chisquared, 5, j48, Y, 736, 655, 1520, 2688, 61.2, 80.4, 67.4, 63.9, 50.4 3, 30, chisquared, 5, zeror, N, 3343, 2256, 0, 0, 59.7, 0.0, 0.0, 0.0, 29.3 3, 30, chisquared, 5, zeror, Y, 0, 0, 2256, 3343, 59.7, 100.0, 100.0, 59.7, 29.3 3, 30, chisquared, 5, oner, N, 2187, 987, 1156, 1269, 61.7, 56.2, 34.6, 52.3, 60.6 3, 30, chisquared, 5, oner, Y, 1269, 1156, 987, 2187, 61.7, 65.4, 43.8, 68.9, 60.6 3, 30, chisquared, 5, adtree, N, 2663, 1090, 680, 1166, 68.4, 51.7, 20.3, 63.2, 62.9 3, 30, chisquared, 5, adtree, Y, 1166, 680, 1090, 2663, 68.4, 79.7, 48.3, 71.0, 62.9 3, 30, chisquared, 5, bnet, N, 2754, 1353, 589, 903, 65.3, 40.0, 17.6, 60.5, 55.8 3, 30, chisquared, 5, bnet, Y, 903, 589, 1353, 2754, 65.3, 82.4, 60.0, 67.1, 55.8 3, 30, chisquared, 5, rbfnet, N, 2810, 1587, 533, 669, 62.1, 29.7, 15.9, 55.7, 49.0 3, 30, chisquared, 5, rbfnet, Y, 669, 533, 1587, 2810, 62.1, 84.1, 70.3, 63.9, 49.0 3, 30, oneR, 1, nb, N, 2300, 1426, 536, 981, 62.6, 40.8, 18.9, 64.7, 56.0 3, 30, oneR, 1, nb, Y, 981, 536, 1426, 2300, 62.6, 81.1, 59.2, 61.7, 56.0 3, 30, oneR, 1, j48, N, 2105, 1196, 731, 1211, 63.2, 50.3, 25.8, 62.4, 60.4 3, 30, oneR, 1, j48, Y, 1211, 731, 1196, 2105, 63.2, 74.2, 49.7, 63.8, 60.4 3, 30, oneR, 1, zeror, N, 2836, 2407, 0, 0, 54.1, 0.0, 0.0, 0.0, 29.3 3, 30, oneR, 1, zeror, Y, 0, 0, 2407, 2836, 54.1, 100.0, 100.0, 54.1, 29.3 3, 30, oneR, 1, oner, N, 1617, 946, 1219, 1461, 58.7, 60.7, 43.0, 54.5, 58.8 3, 30, oneR, 1, oner, Y, 1461, 1219, 946, 1617, 58.7, 57.0, 39.3, 63.1, 58.8 3, 30, oneR, 1, adtree, N, 2162, 1076, 674, 1331, 66.6, 55.3, 23.8, 66.4, 64.2 3, 30, oneR, 1, adtree, Y, 1331, 674, 1076, 2162, 66.6, 76.2, 44.7, 66.8, 64.2 3, 30, oneR, 1, bnet, N, 1930, 923, 906, 1484, 65.1, 61.7, 31.9, 62.1, 64.7 3, 30, oneR, 1, bnet, Y, 1484, 906, 923, 1930, 65.1, 68.1, 38.3, 67.6, 64.7 3, 30, oneR, 1, rbfnet, N, 2289, 1356, 547, 1051, 63.7, 43.7, 19.3, 65.8, 57.9 3, 30, oneR, 1, rbfnet, Y, 1051, 547, 1356, 2289, 63.7, 80.7, 56.3, 62.8, 57.9 3, 30, oneR, 2, nb, N, 2320, 1426, 546, 951, 62.4, 40.0, 19.1, 63.5, 55.5 3, 30, oneR, 2, nb, Y, 951, 546, 1426, 2320, 62.4, 80.9, 60.0, 61.9, 55.5 3, 30, oneR, 2, j48, N, 2006, 1129, 860, 1248, 62.1, 52.5, 30.0, 59.2, 60.3 3, 30, oneR, 2, j48, Y, 1248, 860, 1129, 2006, 62.1, 70.0, 47.5, 64.0, 60.3 3, 30, oneR, 2, zeror, N, 2866, 2377, 0, 0, 54.7, 0.0, 0.0, 0.0, 29.3 3, 30, oneR, 2, zeror, Y, 0, 0, 2377, 2866, 54.7, 100.0, 100.0, 54.7, 29.3 3, 30, oneR, 2, oner, N, 1660, 900, 1206, 1477, 59.8, 62.1, 42.1, 55.1, 60.0 3, 30, oneR, 2, oner, Y, 1477, 1206, 900, 1660, 59.8, 57.9, 37.9, 64.8, 60.0 3, 30, oneR, 2, adtree, N, 2089, 944, 777, 1433, 67.2, 60.3, 27.1, 64.8, 66.0 3, 30, oneR, 2, adtree, Y, 1433, 777, 944, 2089, 67.2, 72.9, 39.7, 68.9, 66.0 3, 30, oneR, 2, bnet, N, 1947, 859, 919, 1518, 66.1, 63.9, 32.1, 62.3, 65.8 3, 30, oneR, 2, bnet, Y, 1518, 919, 859, 1947, 66.1, 67.9, 36.1, 69.4, 65.8 3, 30, oneR, 2, rbfnet, N, 2016, 1034, 850, 1343, 64.1, 56.5, 29.7, 61.2, 62.8 3, 30, oneR, 2, rbfnet, Y, 1343, 850, 1034, 2016, 64.1, 70.3, 43.5, 66.1, 62.8 3, 30, oneR, 3, nb, N, 2302, 1449, 547, 945, 61.9, 39.5, 19.2, 63.3, 55.1 3, 30, oneR, 3, nb, Y, 945, 547, 1449, 2302, 61.9, 80.8, 60.5, 61.4, 55.1 3, 30, oneR, 3, j48, N, 2018, 1193, 831, 1201, 61.4, 50.2, 29.2, 59.1, 59.2 3, 30, oneR, 3, j48, Y, 1201, 831, 1193, 2018, 61.4, 70.8, 49.8, 62.8, 59.2 3, 30, oneR, 3, zeror, N, 2849, 2394, 0, 0, 54.3, 0.0, 0.0, 0.0, 29.3 3, 30, oneR, 3, zeror, Y, 0, 0, 2394, 2849, 54.3, 100.0, 100.0, 54.3, 29.3 3, 30, oneR, 3, oner, N, 1717, 861, 1132, 1533, 62.0, 64.0, 39.7, 57.5, 62.1 3, 30, oneR, 3, oner, Y, 1533, 1132, 861, 1717, 62.0, 60.3, 36.0, 66.6, 62.1 3, 30, oneR, 3, adtree, N, 2253, 1159, 596, 1235, 66.5, 51.6, 20.9, 67.4, 62.7 3, 30, oneR, 3, adtree, Y, 1235, 596, 1159, 2253, 66.5, 79.1, 48.4, 66.0, 62.7 3, 30, oneR, 3, bnet, N, 1936, 932, 913, 1462, 64.8, 61.1, 32.0, 61.6, 64.3 3, 30, oneR, 3, bnet, Y, 1462, 913, 932, 1936, 64.8, 68.0, 38.9, 67.5, 64.3 3, 30, oneR, 3, rbfnet, N, 2399, 1556, 450, 838, 61.7, 35.0, 15.8, 65.1, 52.7 3, 30, oneR, 3, rbfnet, Y, 838, 450, 1556, 2399, 61.7, 84.2, 65.0, 60.7, 52.7 3, 30, oneR, 4, nb, N, 2397, 1438, 513, 895, 62.8, 38.4, 17.6, 63.6, 54.7 3, 30, oneR, 4, nb, Y, 895, 513, 1438, 2397, 62.8, 82.4, 61.6, 62.5, 54.7 3, 30, oneR, 4, j48, N, 1957, 1026, 953, 1307, 62.3, 56.0, 32.7, 57.8, 61.2 3, 30, oneR, 4, j48, Y, 1307, 953, 1026, 1957, 62.3, 67.3, 44.0, 65.6, 61.2 3, 30, oneR, 4, zeror, N, 2910, 2333, 0, 0, 55.5, 0.0, 0.0, 0.0, 29.3 3, 30, oneR, 4, zeror, Y, 0, 0, 2333, 2910, 55.5, 100.0, 100.0, 55.5, 29.3 3, 30, oneR, 4, oner, N, 1720, 892, 1190, 1441, 60.3, 61.8, 40.9, 54.8, 60.4 3, 30, oneR, 4, oner, Y, 1441, 1190, 892, 1720, 60.3, 59.1, 38.2, 65.8, 60.4 3, 30, oneR, 4, adtree, N, 2146, 909, 764, 1424, 68.1, 61.0, 26.3, 65.1, 66.8 3, 30, oneR, 4, adtree, Y, 1424, 764, 909, 2146, 68.1, 73.7, 39.0, 70.2, 66.8 3, 30, oneR, 4, bnet, N, 2001, 907, 909, 1426, 65.4, 61.1, 31.2, 61.1, 64.7 3, 30, oneR, 4, bnet, Y, 1426, 909, 907, 2001, 65.4, 68.8, 38.9, 68.8, 64.7 3, 30, oneR, 4, rbfnet, N, 2337, 1259, 573, 1074, 65.1, 46.0, 19.7, 65.2, 59.4 3, 30, oneR, 4, rbfnet, Y, 1074, 573, 1259, 2337, 65.1, 80.3, 54.0, 65.0, 59.4 3, 30, oneR, 5, nb, N, 2603, 1210, 729, 988, 64.9, 44.9, 21.9, 57.5, 58.1 3, 30, oneR, 5, nb, Y, 988, 729, 1210, 2603, 64.9, 78.1, 55.1, 68.3, 58.1 3, 30, oneR, 5, j48, N, 2777, 1459, 555, 739, 63.6, 33.6, 16.7, 57.1, 51.6 3, 30, oneR, 5, j48, Y, 739, 555, 1459, 2777, 63.6, 83.3, 66.4, 65.6, 51.6 3, 30, oneR, 5, zeror, N, 3332, 2198, 0, 0, 60.3, 0.0, 0.0, 0.0, 29.3 3, 30, oneR, 5, zeror, Y, 0, 0, 2198, 3332, 60.3, 100.0, 100.0, 60.3, 29.3 3, 30, oneR, 5, oner, N, 2081, 813, 1251, 1385, 62.7, 63.0, 37.5, 52.5, 62.7 3, 30, oneR, 5, oner, Y, 1385, 1251, 813, 2081, 62.7, 62.5, 37.0, 71.9, 62.7 3, 30, oneR, 5, adtree, N, 2725, 1147, 607, 1051, 68.3, 47.8, 18.2, 63.4, 60.9 3, 30, oneR, 5, adtree, Y, 1051, 607, 1147, 2725, 68.3, 81.8, 52.2, 70.4, 60.9 3, 30, oneR, 5, bnet, N, 2828, 1497, 504, 701, 63.8, 31.9, 15.1, 58.2, 50.7 3, 30, oneR, 5, bnet, Y, 701, 504, 1497, 2828, 63.8, 84.9, 68.1, 65.4, 50.7 3, 30, oneR, 5, rbfnet, N, 2917, 1628, 415, 570, 63.1, 25.9, 12.5, 57.9, 46.9 3, 30, oneR, 5, rbfnet, Y, 570, 415, 1628, 2917, 63.1, 87.5, 74.1, 64.2, 46.9 3, 35, cfs, 1, nb, N, 2337, 1421, 523, 962, 62.9, 40.4, 18.3, 64.8, 55.9 3, 35, cfs, 1, nb, Y, 962, 523, 1421, 2337, 62.9, 81.7, 59.6, 62.2, 55.9 3, 35, cfs, 1, j48, N, 1995, 1171, 865, 1212, 61.2, 50.9, 30.2, 58.4, 59.2 3, 35, cfs, 1, j48, Y, 1212, 865, 1171, 1995, 61.2, 69.8, 49.1, 63.0, 59.2 3, 35, cfs, 1, zeror, N, 2860, 2383, 0, 0, 54.5, 0.0, 0.0, 0.0, 29.3 3, 35, cfs, 1, zeror, Y, 0, 0, 2383, 2860, 54.5, 100.0, 100.0, 54.5, 29.3 3, 35, cfs, 1, oner, N, 1713, 878, 1147, 1505, 61.4, 63.2, 40.1, 56.7, 61.5 3, 35, cfs, 1, oner, Y, 1505, 1147, 878, 1713, 61.4, 59.9, 36.8, 66.1, 61.5 3, 35, cfs, 1, adtree, N, 2231, 1066, 629, 1317, 67.7, 55.3, 22.0, 67.7, 64.8 3, 35, cfs, 1, adtree, Y, 1317, 629, 1066, 2231, 67.7, 78.0, 44.7, 67.7, 64.8 3, 35, cfs, 1, bnet, N, 2143, 1069, 717, 1314, 65.9, 55.1, 25.1, 64.7, 63.7 3, 35, cfs, 1, bnet, Y, 1314, 717, 1069, 2143, 65.9, 74.9, 44.9, 66.7, 63.7 3, 35, cfs, 1, rbfnet, N, 2200, 1301, 660, 1082, 62.6, 45.4, 23.1, 62.1, 58.1 3, 35, cfs, 1, rbfnet, Y, 1082, 660, 1301, 2200, 62.6, 76.9, 54.6, 62.8, 58.1 3, 35, cfs, 2, nb, N, 2302, 1513, 515, 913, 61.3, 37.6, 18.3, 63.9, 54.0 3, 35, cfs, 2, nb, Y, 913, 515, 1513, 2302, 61.3, 81.7, 62.4, 60.3, 54.0 3, 35, cfs, 2, j48, N, 2012, 1263, 805, 1163, 60.6, 47.9, 28.6, 59.1, 58.0 3, 35, cfs, 2, j48, Y, 1163, 805, 1263, 2012, 60.6, 71.4, 52.1, 61.4, 58.0 3, 35, cfs, 2, zeror, N, 2817, 2426, 0, 0, 53.7, 0.0, 0.0, 0.0, 29.3 3, 35, cfs, 2, zeror, Y, 0, 0, 2426, 2817, 53.7, 100.0, 100.0, 53.7, 29.3 3, 35, cfs, 2, oner, N, 1656, 954, 1161, 1472, 59.7, 60.7, 41.2, 55.9, 59.7 3, 35, cfs, 2, oner, Y, 1472, 1161, 954, 1656, 59.7, 58.8, 39.3, 63.4, 59.7 3, 35, cfs, 2, adtree, N, 2104, 1047, 713, 1379, 66.4, 56.8, 25.3, 65.9, 64.6 3, 35, cfs, 2, adtree, Y, 1379, 713, 1047, 2104, 66.4, 74.7, 43.2, 66.8, 64.6 3, 35, cfs, 2, bnet, N, 2078, 1081, 739, 1345, 65.3, 55.4, 26.2, 64.5, 63.4 3, 35, cfs, 2, bnet, Y, 1345, 739, 1081, 2078, 65.3, 73.8, 44.6, 65.8, 63.4 3, 35, cfs, 2, rbfnet, N, 2184, 1328, 633, 1098, 62.6, 45.3, 22.5, 63.4, 58.2 3, 35, cfs, 2, rbfnet, Y, 1098, 633, 1328, 2184, 62.6, 77.5, 54.7, 62.2, 58.2 3, 35, cfs, 3, nb, N, 2289, 1223, 671, 1060, 63.9, 46.4, 22.7, 61.2, 58.9 3, 35, cfs, 3, nb, Y, 1060, 671, 1223, 2289, 63.9, 77.3, 53.6, 65.2, 58.9 3, 35, cfs, 3, j48, N, 2154, 1194, 806, 1089, 61.9, 47.7, 27.2, 57.5, 58.3 3, 35, cfs, 3, j48, Y, 1089, 806, 1194, 2154, 61.9, 72.8, 52.3, 64.3, 58.3 3, 35, cfs, 3, zeror, N, 2960, 2283, 0, 0, 56.5, 0.0, 0.0, 0.0, 29.3 3, 35, cfs, 3, zeror, Y, 0, 0, 2283, 2960, 56.5, 100.0, 100.0, 56.5, 29.3 3, 35, cfs, 3, oner, N, 1764, 889, 1196, 1394, 60.2, 61.1, 40.4, 53.8, 60.3 3, 35, cfs, 3, oner, Y, 1394, 1196, 889, 1764, 60.2, 59.6, 38.9, 66.5, 60.3 3, 35, cfs, 3, adtree, N, 2165, 886, 795, 1397, 67.9, 61.2, 26.9, 63.7, 66.6 3, 35, cfs, 3, adtree, Y, 1397, 795, 886, 2165, 67.9, 73.1, 38.8, 71.0, 66.6 3, 35, cfs, 3, bnet, N, 2214, 979, 746, 1304, 67.1, 57.1, 25.2, 63.6, 64.8 3, 35, cfs, 3, bnet, Y, 1304, 746, 979, 2214, 67.1, 74.8, 42.9, 69.3, 64.8 3, 35, cfs, 3, rbfnet, N, 2159, 1055, 801, 1228, 64.6, 53.8, 27.1, 60.5, 62.1 3, 35, cfs, 3, rbfnet, Y, 1228, 801, 1055, 2159, 64.6, 72.9, 46.2, 67.2, 62.1 3, 35, cfs, 4, nb, N, 2759, 1397, 807, 1019, 63.2, 42.2, 22.6, 55.8, 56.1 3, 35, cfs, 4, nb, Y, 1019, 807, 1397, 2759, 63.2, 77.4, 57.8, 66.4, 56.1 3, 35, cfs, 4, j48, N, 2928, 1645, 638, 771, 61.8, 31.9, 17.9, 54.7, 50.2 3, 35, cfs, 4, j48, Y, 771, 638, 1645, 2928, 61.8, 82.1, 68.1, 64.0, 50.2 3, 35, cfs, 4, zeror, N, 3566, 2416, 0, 0, 59.6, 0.0, 0.0, 0.0, 29.3 3, 35, cfs, 4, zeror, Y, 0, 0, 2416, 3566, 59.6, 100.0, 100.0, 59.6, 29.3 3, 35, cfs, 4, oner, N, 2268, 900, 1298, 1516, 63.3, 62.7, 36.4, 53.9, 63.2 3, 35, cfs, 4, oner, Y, 1516, 1298, 900, 2268, 63.3, 63.6, 37.3, 71.6, 63.2 3, 35, cfs, 4, adtree, N, 2985, 1423, 581, 993, 66.5, 41.1, 16.3, 63.1, 56.8 3, 35, cfs, 4, adtree, Y, 993, 581, 1423, 2985, 66.5, 83.7, 58.9, 67.7, 56.8 3, 35, cfs, 4, bnet, N, 3021, 1581, 545, 835, 64.5, 34.6, 15.3, 60.5, 52.5 3, 35, cfs, 4, bnet, Y, 835, 545, 1581, 3021, 64.5, 84.7, 65.4, 65.6, 52.5 3, 35, cfs, 4, rbfnet, N, 2836, 1580, 730, 836, 61.4, 34.6, 20.5, 53.4, 51.5 3, 35, cfs, 4, rbfnet, Y, 836, 730, 1580, 2836, 61.4, 79.5, 65.4, 64.2, 51.5 3, 35, cfs, 5, nb, N, 2704, 1206, 717, 937, 65.4, 43.7, 21.0, 56.7, 57.5 3, 35, cfs, 5, nb, Y, 937, 717, 1206, 2704, 65.4, 79.0, 56.3, 69.2, 57.5 3, 35, cfs, 5, j48, N, 2766, 1430, 655, 713, 62.5, 33.3, 19.1, 52.1, 50.9 3, 35, cfs, 5, j48, Y, 713, 655, 1430, 2766, 62.5, 80.9, 66.7, 65.9, 50.9 3, 35, cfs, 5, zeror, N, 3421, 2143, 0, 0, 61.5, 0.0, 0.0, 0.0, 29.3 3, 35, cfs, 5, zeror, Y, 0, 0, 2143, 3421, 61.5, 100.0, 100.0, 61.5, 29.3 3, 35, cfs, 5, oner, N, 2180, 758, 1241, 1385, 64.1, 64.6, 36.3, 52.7, 64.2 3, 35, cfs, 5, oner, Y, 1385, 1241, 758, 2180, 64.1, 63.7, 35.4, 74.2, 64.2 3, 35, cfs, 5, adtree, N, 2760, 1066, 661, 1077, 69.0, 50.3, 19.3, 62.0, 62.3 3, 35, cfs, 5, adtree, Y, 1077, 661, 1066, 2760, 69.0, 80.7, 49.7, 72.1, 62.3 3, 35, cfs, 5, bnet, N, 2909, 1437, 512, 706, 65.0, 32.9, 15.0, 58.0, 51.4 3, 35, cfs, 5, bnet, Y, 706, 512, 1437, 2909, 65.0, 85.0, 67.1, 66.9, 51.4 3, 35, cfs, 5, rbfnet, N, 2769, 1395, 652, 748, 63.2, 34.9, 19.1, 53.4, 52.0 3, 35, cfs, 5, rbfnet, Y, 748, 652, 1395, 2769, 63.2, 80.9, 65.1, 66.5, 52.0 3, 35, infogain, 1, nb, N, 2265, 1340, 630, 1008, 62.4, 42.9, 21.8, 61.5, 56.8 3, 35, infogain, 1, nb, Y, 1008, 630, 1340, 2265, 62.4, 78.2, 57.1, 62.8, 56.8 3, 35, infogain, 1, j48, N, 1943, 1095, 952, 1253, 61.0, 53.4, 32.9, 56.8, 59.7 3, 35, infogain, 1, j48, Y, 1253, 952, 1095, 1943, 61.0, 67.1, 46.6, 64.0, 59.7 3, 35, infogain, 1, zeror, N, 2895, 2348, 0, 0, 55.2, 0.0, 0.0, 0.0, 29.3 3, 35, infogain, 1, zeror, Y, 0, 0, 2348, 2895, 55.2, 100.0, 100.0, 55.2, 29.3 3, 35, infogain, 1, oner, N, 1677, 833, 1218, 1515, 60.9, 64.5, 42.1, 55.4, 61.1 3, 35, infogain, 1, oner, Y, 1515, 1218, 833, 1677, 60.9, 57.9, 35.5, 66.8, 61.1 3, 35, infogain, 1, adtree, N, 2077, 904, 818, 1444, 67.2, 61.5, 28.3, 63.8, 66.2 3, 35, infogain, 1, adtree, Y, 1444, 818, 904, 2077, 67.2, 71.7, 38.5, 69.7, 66.2 3, 35, infogain, 1, bnet, N, 2249, 1129, 646, 1219, 66.1, 51.9, 22.3, 65.4, 62.5 3, 35, infogain, 1, bnet, Y, 1219, 646, 1129, 2249, 66.1, 77.7, 48.1, 66.6, 62.5 3, 35, infogain, 1, rbfnet, N, 2248, 1351, 647, 997, 61.9, 42.5, 22.3, 60.6, 56.4 3, 35, infogain, 1, rbfnet, Y, 997, 647, 1351, 2248, 61.9, 77.7, 57.5, 62.5, 56.4 3, 35, infogain, 2, nb, N, 2279, 1407, 531, 1026, 63.0, 42.2, 18.9, 65.9, 57.0 3, 35, infogain, 2, nb, Y, 1026, 531, 1407, 2279, 63.0, 81.1, 57.8, 61.8, 57.0 3, 35, infogain, 2, j48, N, 2121, 1394, 689, 1039, 60.3, 42.7, 24.5, 60.1, 55.9 3, 35, infogain, 2, j48, Y, 1039, 689, 1394, 2121, 60.3, 75.5, 57.3, 60.3, 55.9 3, 35, infogain, 2, zeror, N, 2810, 2433, 0, 0, 53.6, 0.0, 0.0, 0.0, 29.3 3, 35, infogain, 2, zeror, Y, 0, 0, 2433, 2810, 53.6, 100.0, 100.0, 53.6, 29.3 3, 35, infogain, 2, oner, N, 1668, 934, 1142, 1499, 60.4, 61.6, 40.6, 56.8, 60.5 3, 35, infogain, 2, oner, Y, 1499, 1142, 934, 1668, 60.4, 59.4, 38.4, 64.1, 60.5 3, 35, infogain, 2, adtree, N, 2078, 1005, 732, 1428, 66.9, 58.7, 26.0, 66.1, 65.5 3, 35, infogain, 2, adtree, Y, 1428, 732, 1005, 2078, 66.9, 74.0, 41.3, 67.4, 65.5 3, 35, infogain, 2, bnet, N, 2196, 1243, 614, 1190, 64.6, 48.9, 21.9, 66.0, 60.7 3, 35, infogain, 2, bnet, Y, 1190, 614, 1243, 2196, 64.6, 78.1, 51.1, 63.9, 60.7 3, 35, infogain, 2, rbfnet, N, 2562, 1995, 248, 438, 57.2, 18.0, 8.8, 63.8, 41.7 3, 35, infogain, 2, rbfnet, Y, 438, 248, 1995, 2562, 57.2, 91.2, 82.0, 56.2, 41.7 3, 35, infogain, 3, nb, N, 2204, 1379, 628, 1032, 61.7, 42.8, 22.2, 62.2, 56.6 3, 35, infogain, 3, nb, Y, 1032, 628, 1379, 2204, 61.7, 77.8, 57.2, 61.5, 56.6 3, 35, infogain, 3, j48, N, 2051, 1332, 781, 1079, 59.7, 44.8, 27.6, 58.0, 56.3 3, 35, infogain, 3, j48, Y, 1079, 781, 1332, 2051, 59.7, 72.4, 55.2, 60.6, 56.3 3, 35, infogain, 3, zeror, N, 2832, 2411, 0, 0, 54.0, 0.0, 0.0, 0.0, 29.3 3, 35, infogain, 3, zeror, Y, 0, 0, 2411, 2832, 54.0, 100.0, 100.0, 54.0, 29.3 3, 35, infogain, 3, oner, N, 1651, 912, 1181, 1499, 60.1, 62.2, 41.7, 55.9, 60.2 3, 35, infogain, 3, oner, Y, 1499, 1181, 912, 1651, 60.1, 58.3, 37.8, 64.4, 60.2 3, 35, infogain, 3, adtree, N, 2051, 949, 781, 1462, 67.0, 60.6, 27.6, 65.2, 66.0 3, 35, infogain, 3, adtree, Y, 1462, 781, 949, 2051, 67.0, 72.4, 39.4, 68.4, 66.0 3, 35, infogain, 3, bnet, N, 2194, 1169, 638, 1242, 65.5, 51.5, 22.5, 66.1, 62.2 3, 35, infogain, 3, bnet, Y, 1242, 638, 1169, 2194, 65.5, 77.5, 48.5, 65.2, 62.2 3, 35, infogain, 3, rbfnet, N, 2128, 1408, 704, 1003, 59.7, 41.6, 24.9, 58.8, 55.1 3, 35, infogain, 3, rbfnet, Y, 1003, 704, 1408, 2128, 59.7, 75.1, 58.4, 60.2, 55.1 3, 35, infogain, 5, nb, N, 2805, 1398, 553, 792, 64.8, 36.2, 16.5, 58.9, 53.4 3, 35, infogain, 5, nb, Y, 792, 553, 1398, 2805, 64.8, 83.5, 63.8, 66.7, 53.4 3, 35, infogain, 5, j48, N, 2682, 1298, 676, 892, 64.4, 40.7, 20.1, 56.9, 55.7 3, 35, infogain, 5, j48, Y, 892, 676, 1298, 2682, 64.4, 79.9, 59.3, 67.4, 55.7 3, 35, infogain, 5, zeror, N, 3358, 2190, 0, 0, 60.5, 0.0, 0.0, 0.0, 29.3 3, 35, infogain, 5, zeror, Y, 0, 0, 2190, 3358, 60.5, 100.0, 100.0, 60.5, 29.3 3, 35, infogain, 5, oner, N, 2215, 974, 1143, 1216, 61.8, 55.5, 34.0, 51.5, 60.4 3, 35, infogain, 5, oner, Y, 1216, 1143, 974, 2215, 61.8, 66.0, 44.5, 69.5, 60.4 3, 35, infogain, 5, adtree, N, 2658, 1077, 700, 1113, 68.0, 50.8, 20.8, 61.4, 62.2 3, 35, infogain, 5, adtree, Y, 1113, 700, 1077, 2658, 68.0, 79.2, 49.2, 71.2, 62.2 3, 35, infogain, 5, bnet, N, 2501, 1018, 857, 1172, 66.2, 53.5, 25.5, 57.8, 62.5 3, 35, infogain, 5, bnet, Y, 1172, 857, 1018, 2501, 66.2, 74.5, 46.5, 71.1, 62.5 3, 35, infogain, 5, rbfnet, N, 2750, 1292, 608, 898, 65.8, 41.0, 18.1, 59.6, 56.4 3, 35, infogain, 5, rbfnet, Y, 898, 608, 1292, 2750, 65.8, 81.9, 59.0, 68.0, 56.4 3, 35, chisquared, 1, nb, N, 2294, 1417, 566, 966, 62.2, 40.5, 19.8, 63.1, 55.7 3, 35, chisquared, 1, nb, Y, 966, 566, 1417, 2294, 62.2, 80.2, 59.5, 61.8, 55.7 3, 35, chisquared, 1, j48, N, 2044, 1269, 816, 1114, 60.2, 46.7, 28.5, 57.7, 57.3 3, 35, chisquared, 1, j48, Y, 1114, 816, 1269, 2044, 60.2, 71.5, 53.3, 61.7, 57.3 3, 35, chisquared, 1, zeror, N, 2860, 2383, 0, 0, 54.5, 0.0, 0.0, 0.0, 29.3 3, 35, chisquared, 1, zeror, Y, 0, 0, 2383, 2860, 54.5, 100.0, 100.0, 54.5, 29.3 3, 35, chisquared, 1, oner, N, 1673, 927, 1187, 1456, 59.7, 61.1, 41.5, 55.1, 59.8 3, 35, chisquared, 1, oner, Y, 1456, 1187, 927, 1673, 59.7, 58.5, 38.9, 64.3, 59.8 3, 35, chisquared, 1, adtree, N, 2254, 1176, 606, 1207, 66.0, 50.7, 21.2, 66.6, 62.0 3, 35, chisquared, 1, adtree, Y, 1207, 606, 1176, 2254, 66.0, 78.8, 49.3, 65.7, 62.0 3, 35, chisquared, 1, bnet, N, 2197, 1188, 663, 1195, 64.7, 50.1, 23.2, 64.3, 61.1 3, 35, chisquared, 1, bnet, Y, 1195, 663, 1188, 2197, 64.7, 76.8, 49.9, 64.9, 61.1 3, 35, chisquared, 1, rbfnet, N, 2065, 1323, 795, 1060, 59.6, 44.5, 27.8, 57.1, 56.1 3, 35, chisquared, 1, rbfnet, Y, 1060, 795, 1323, 2065, 59.6, 72.2, 55.5, 61.0, 56.1 3, 35, chisquared, 2, nb, N, 2269, 1317, 632, 1025, 62.8, 43.8, 21.8, 61.9, 57.4 3, 35, chisquared, 2, nb, Y, 1025, 632, 1317, 2269, 62.8, 78.2, 56.2, 63.3, 57.4 3, 35, chisquared, 2, j48, N, 2100, 1330, 801, 1012, 59.4, 43.2, 27.6, 55.8, 55.3 3, 35, chisquared, 2, j48, Y, 1012, 801, 1330, 2100, 59.4, 72.4, 56.8, 61.2, 55.3 3, 35, chisquared, 2, zeror, N, 2901, 2342, 0, 0, 55.3, 0.0, 0.0, 0.0, 29.3 3, 35, chisquared, 2, zeror, Y, 0, 0, 2342, 2901, 55.3, 100.0, 100.0, 55.3, 29.3 3, 35, chisquared, 2, oner, N, 1711, 903, 1190, 1439, 60.1, 61.4, 41.0, 54.7, 60.2 3, 35, chisquared, 2, oner, Y, 1439, 1190, 903, 1711, 60.1, 59.0, 38.6, 65.5, 60.2 3, 35, chisquared, 2, adtree, N, 2119, 996, 782, 1346, 66.1, 57.5, 27.0, 63.3, 64.4 3, 35, chisquared, 2, adtree, Y, 1346, 782, 996, 2119, 66.1, 73.0, 42.5, 68.0, 64.4 3, 35, chisquared, 2, bnet, N, 2200, 1157, 701, 1185, 64.6, 50.6, 24.2, 62.8, 61.1 3, 35, chisquared, 2, bnet, Y, 1185, 701, 1157, 2200, 64.6, 75.8, 49.4, 65.5, 61.1 3, 35, chisquared, 2, rbfnet, N, 2073, 1277, 828, 1065, 59.9, 45.5, 28.5, 56.3, 56.5 3, 35, chisquared, 2, rbfnet, Y, 1065, 828, 1277, 2073, 59.9, 71.5, 54.5, 61.9, 56.5 3, 35, chisquared, 3, nb, N, 2320, 1358, 595, 970, 62.8, 41.7, 20.4, 62.0, 56.3 3, 35, chisquared, 3, nb, Y, 970, 595, 1358, 2320, 62.8, 79.6, 58.3, 63.1, 56.3 3, 35, chisquared, 3, j48, N, 2086, 1204, 829, 1124, 61.2, 48.3, 28.4, 57.6, 58.3 3, 35, chisquared, 3, j48, Y, 1124, 829, 1204, 2086, 61.2, 71.6, 51.7, 63.4, 58.3 3, 35, chisquared, 3, zeror, N, 2915, 2328, 0, 0, 55.6, 0.0, 0.0, 0.0, 29.3 3, 35, chisquared, 3, zeror, Y, 0, 0, 2328, 2915, 55.6, 100.0, 100.0, 55.6, 29.3 3, 35, chisquared, 3, oner, N, 1770, 820, 1145, 1508, 62.5, 64.8, 39.3, 56.8, 62.7 3, 35, chisquared, 3, oner, Y, 1508, 1145, 820, 1770, 62.5, 60.7, 35.2, 68.3, 62.7 3, 35, chisquared, 3, adtree, N, 2122, 924, 793, 1404, 67.3, 60.3, 27.2, 63.9, 66.0 3, 35, chisquared, 3, adtree, Y, 1404, 793, 924, 2122, 67.3, 72.8, 39.7, 69.7, 66.0 3, 35, chisquared, 3, bnet, N, 2250, 1160, 665, 1168, 65.2, 50.2, 22.8, 63.7, 61.2 3, 35, chisquared, 3, bnet, Y, 1168, 665, 1160, 2250, 65.2, 77.2, 49.8, 66.0, 61.2 3, 35, chisquared, 3, rbfnet, N, 1453, 661, 1462, 1667, 59.5, 71.6, 50.2, 53.3, 59.2 3, 35, chisquared, 3, rbfnet, Y, 1667, 1462, 661, 1453, 59.5, 49.8, 28.4, 68.7, 59.2 3, 35, chisquared, 4, nb, N, 2336, 1365, 548, 994, 63.5, 42.1, 19.0, 64.5, 56.9 3, 35, chisquared, 4, nb, Y, 994, 548, 1365, 2336, 63.5, 81.0, 57.9, 63.1, 56.9 3, 35, chisquared, 4, j48, N, 2259, 1473, 625, 886, 60.0, 37.6, 21.7, 58.6, 53.3 3, 35, chisquared, 4, j48, Y, 886, 625, 1473, 2259, 60.0, 78.3, 62.4, 60.5, 53.3 3, 35, chisquared, 4, zeror, N, 2884, 2359, 0, 0, 55.0, 0.0, 0.0, 0.0, 29.3 3, 35, chisquared, 4, zeror, Y, 0, 0, 2359, 2884, 55.0, 100.0, 100.0, 55.0, 29.3 3, 35, chisquared, 4, oner, N, 1719, 946, 1165, 1413, 59.7, 59.9, 40.4, 54.8, 59.8 3, 35, chisquared, 4, oner, Y, 1413, 1165, 946, 1719, 59.7, 59.6, 40.1, 64.5, 59.8 3, 35, chisquared, 4, adtree, N, 2166, 1017, 718, 1342, 66.9, 56.9, 24.9, 65.1, 64.8 3, 35, chisquared, 4, adtree, Y, 1342, 718, 1017, 2166, 66.9, 75.1, 43.1, 68.0, 64.8 3, 35, chisquared, 4, bnet, N, 2189, 1170, 695, 1189, 64.4, 50.4, 24.1, 63.1, 61.0 3, 35, chisquared, 4, bnet, Y, 1189, 695, 1170, 2189, 64.4, 75.9, 49.6, 65.2, 61.0 3, 35, chisquared, 4, rbfnet, N, 2219, 1486, 665, 873, 59.0, 37.0, 23.1, 56.8, 52.6 3, 35, chisquared, 4, rbfnet, Y, 873, 665, 1486, 2219, 59.0, 76.9, 63.0, 59.9, 52.6 3, 35, chisquared, 5, nb, N, 2716, 1307, 685, 873, 64.3, 40.0, 20.1, 56.0, 55.3 3, 35, chisquared, 5, nb, Y, 873, 685, 1307, 2716, 64.3, 79.9, 60.0, 67.5, 55.3 3, 35, chisquared, 5, j48, N, 2761, 1488, 640, 692, 61.9, 31.7, 18.8, 52.0, 49.9 3, 35, chisquared, 5, j48, Y, 692, 640, 1488, 2761, 61.9, 81.2, 68.3, 65.0, 49.9 3, 35, chisquared, 5, zeror, N, 3401, 2180, 0, 0, 60.9, 0.0, 0.0, 0.0, 29.3 3, 35, chisquared, 5, zeror, Y, 0, 0, 2180, 3401, 60.9, 100.0, 100.0, 60.9, 29.3 3, 35, chisquared, 5, oner, N, 2177, 968, 1224, 1212, 60.7, 55.6, 36.0, 49.8, 59.6 3, 35, chisquared, 5, oner, Y, 1212, 1224, 968, 2177, 60.7, 64.0, 44.4, 69.2, 59.6 3, 35, chisquared, 5, adtree, N, 2697, 1150, 704, 1030, 66.8, 47.2, 20.7, 59.4, 59.9 3, 35, chisquared, 5, adtree, Y, 1030, 704, 1150, 2697, 66.8, 79.3, 52.8, 70.1, 59.9 3, 35, chisquared, 5, bnet, N, 2727, 1199, 674, 981, 66.4, 45.0, 19.8, 59.3, 58.7 3, 35, chisquared, 5, bnet, Y, 981, 674, 1199, 2727, 66.4, 80.2, 55.0, 69.5, 58.7 3, 35, chisquared, 5, rbfnet, N, 2699, 1328, 702, 852, 63.6, 39.1, 20.6, 54.8, 54.5 3, 35, chisquared, 5, rbfnet, Y, 852, 702, 1328, 2699, 63.6, 79.4, 60.9, 67.0, 54.5 3, 35, oneR, 1, nb, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 35, oneR, 1, nb, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 35, oneR, 1, j48, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 35, oneR, 1, j48, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 35, oneR, 1, zeror, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 35, oneR, 1, zeror, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 35, oneR, 1, oner, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 35, oneR, 1, oner, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 35, oneR, 1, adtree, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 35, oneR, 1, adtree, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 35, oneR, 1, bnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 35, oneR, 1, bnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 35, oneR, 1, rbfnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 35, oneR, 1, rbfnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 35, oneR, 2, nb, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 35, oneR, 2, nb, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 35, oneR, 2, j48, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 35, oneR, 2, j48, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 35, oneR, 2, zeror, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 35, oneR, 2, zeror, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 35, oneR, 2, oner, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 35, oneR, 2, oner, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 35, oneR, 2, adtree, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 35, oneR, 2, adtree, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 35, oneR, 2, bnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 35, oneR, 2, bnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 35, oneR, 2, rbfnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 35, oneR, 2, rbfnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 35, oneR, 3, nb, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 35, oneR, 3, nb, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 35, oneR, 3, j48, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 35, oneR, 3, j48, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 35, oneR, 3, zeror, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 35, oneR, 3, zeror, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 35, oneR, 3, oner, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 35, oneR, 3, oner, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 35, oneR, 3, adtree, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 35, oneR, 3, adtree, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 35, oneR, 3, bnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 35, oneR, 3, bnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 35, oneR, 3, rbfnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 35, oneR, 3, rbfnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 35, oneR, 4, nb, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 35, oneR, 4, nb, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 35, oneR, 4, j48, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 35, oneR, 4, j48, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 35, oneR, 4, zeror, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 35, oneR, 4, zeror, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 35, oneR, 4, oner, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 35, oneR, 4, oner, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 35, oneR, 4, adtree, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 35, oneR, 4, adtree, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 35, oneR, 4, bnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 35, oneR, 4, bnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 35, oneR, 4, rbfnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 35, oneR, 4, rbfnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 35, oneR, 5, nb, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 35, oneR, 5, nb, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 35, oneR, 5, j48, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 35, oneR, 5, j48, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 35, oneR, 5, zeror, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 35, oneR, 5, zeror, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 35, oneR, 5, oner, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 35, oneR, 5, oner, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 35, oneR, 5, adtree, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 35, oneR, 5, adtree, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 35, oneR, 5, bnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 35, oneR, 5, bnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 35, oneR, 5, rbfnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 35, oneR, 5, rbfnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, cfs, 1, nb, N, 2305, 1400, 544, 994, 62.9, 41.5, 19.1, 64.6, 56.5 3, 40, cfs, 1, nb, Y, 994, 544, 1400, 2305, 62.9, 80.9, 58.5, 62.2, 56.5 3, 40, cfs, 1, j48, N, 1972, 1144, 877, 1250, 61.5, 52.2, 30.8, 58.8, 59.8 3, 40, cfs, 1, j48, Y, 1250, 877, 1144, 1972, 61.5, 69.2, 47.8, 63.3, 59.8 3, 40, cfs, 1, zeror, N, 2849, 2394, 0, 0, 54.3, 0.0, 0.0, 0.0, 29.3 3, 40, cfs, 1, zeror, Y, 0, 0, 2394, 2849, 54.3, 100.0, 100.0, 54.3, 29.3 3, 40, cfs, 1, oner, N, 1708, 942, 1141, 1452, 60.3, 60.7, 40.0, 56.0, 60.3 3, 40, cfs, 1, oner, Y, 1452, 1141, 942, 1708, 60.3, 60.0, 39.3, 64.5, 60.3 3, 40, cfs, 1, adtree, N, 2176, 1092, 673, 1302, 66.3, 54.4, 23.6, 65.9, 63.7 3, 40, cfs, 1, adtree, Y, 1302, 673, 1092, 2176, 66.3, 76.4, 45.6, 66.6, 63.7 3, 40, cfs, 1, bnet, N, 2114, 1019, 735, 1375, 66.5, 57.4, 25.8, 65.2, 64.8 3, 40, cfs, 1, bnet, Y, 1375, 735, 1019, 2114, 66.5, 74.2, 42.6, 67.5, 64.8 3, 40, cfs, 1, rbfnet, N, 2231, 1322, 618, 1072, 63.0, 44.8, 21.7, 63.4, 58.0 3, 40, cfs, 1, rbfnet, Y, 1072, 618, 1322, 2231, 63.0, 78.3, 55.2, 62.8, 58.0 3, 40, cfs, 2, nb, N, 2276, 1469, 542, 956, 61.6, 39.4, 19.2, 63.8, 55.1 3, 40, cfs, 2, nb, Y, 956, 542, 1469, 2276, 61.6, 80.8, 60.6, 60.8, 55.1 3, 40, cfs, 2, j48, N, 1929, 1187, 889, 1238, 60.4, 51.1, 31.5, 58.2, 58.8 3, 40, cfs, 2, j48, Y, 1238, 889, 1187, 1929, 60.4, 68.5, 48.9, 61.9, 58.8 3, 40, cfs, 2, zeror, N, 2818, 2425, 0, 0, 53.7, 0.0, 0.0, 0.0, 29.3 3, 40, cfs, 2, zeror, Y, 0, 0, 2425, 2818, 53.7, 100.0, 100.0, 53.7, 29.3 3, 40, cfs, 2, oner, N, 1663, 948, 1155, 1477, 59.9, 60.9, 41.0, 56.1, 59.9 3, 40, cfs, 2, oner, Y, 1477, 1155, 948, 1663, 59.9, 59.0, 39.1, 63.7, 59.9 3, 40, cfs, 2, adtree, N, 2154, 1148, 664, 1277, 65.4, 52.7, 23.6, 65.8, 62.6 3, 40, cfs, 2, adtree, Y, 1277, 664, 1148, 2154, 65.4, 76.4, 47.3, 65.2, 62.6 3, 40, cfs, 2, bnet, N, 2075, 1082, 743, 1343, 65.2, 55.4, 26.4, 64.4, 63.4 3, 40, cfs, 2, bnet, Y, 1343, 743, 1082, 2075, 65.2, 73.6, 44.6, 65.7, 63.4 3, 40, cfs, 2, rbfnet, N, 2221, 1453, 597, 972, 60.9, 40.1, 21.2, 62.0, 55.1 3, 40, cfs, 2, rbfnet, Y, 972, 597, 1453, 2221, 60.9, 78.8, 59.9, 60.5, 55.1 3, 40, cfs, 3, nb, N, 2353, 1368, 540, 982, 63.6, 41.8, 18.7, 64.5, 56.8 3, 40, cfs, 3, nb, Y, 982, 540, 1368, 2353, 63.6, 81.3, 58.2, 63.2, 56.8 3, 40, cfs, 3, j48, N, 2255, 1453, 638, 897, 60.1, 38.2, 22.1, 58.4, 53.6 3, 40, cfs, 3, j48, Y, 897, 638, 1453, 2255, 60.1, 77.9, 61.8, 60.8, 53.6 3, 40, cfs, 3, zeror, N, 2893, 2350, 0, 0, 55.2, 0.0, 0.0, 0.0, 29.3 3, 40, cfs, 3, zeror, Y, 0, 0, 2350, 2893, 55.2, 100.0, 100.0, 55.2, 29.3 3, 40, cfs, 3, oner, N, 1743, 878, 1150, 1472, 61.3, 62.6, 39.8, 56.1, 61.4 3, 40, cfs, 3, oner, Y, 1472, 1150, 878, 1743, 61.3, 60.2, 37.4, 66.5, 61.4 3, 40, cfs, 3, adtree, N, 2253, 1065, 640, 1285, 67.5, 54.7, 22.1, 66.8, 64.3 3, 40, cfs, 3, adtree, Y, 1285, 640, 1065, 2253, 67.5, 77.9, 45.3, 67.9, 64.3 3, 40, cfs, 3, bnet, N, 2179, 1038, 714, 1312, 66.6, 55.8, 24.7, 64.8, 64.2 3, 40, cfs, 3, bnet, Y, 1312, 714, 1038, 2179, 66.6, 75.3, 44.2, 67.7, 64.2 3, 40, cfs, 3, rbfnet, N, 1966, 1014, 927, 1336, 63.0, 56.9, 32.0, 59.0, 62.0 3, 40, cfs, 3, rbfnet, Y, 1336, 927, 1014, 1966, 63.0, 68.0, 43.1, 66.0, 62.0 3, 40, cfs, 4, nb, N, 2376, 1372, 547, 948, 63.4, 40.9, 18.7, 63.4, 56.1 3, 40, cfs, 4, nb, Y, 948, 547, 1372, 2376, 63.4, 81.3, 59.1, 63.4, 56.1 3, 40, cfs, 4, j48, N, 2054, 1155, 869, 1165, 61.4, 50.2, 29.7, 57.3, 59.0 3, 40, cfs, 4, j48, Y, 1165, 869, 1155, 2054, 61.4, 70.3, 49.8, 64.0, 59.0 3, 40, cfs, 4, zeror, N, 2923, 2320, 0, 0, 55.8, 0.0, 0.0, 0.0, 29.3 3, 40, cfs, 4, zeror, Y, 0, 0, 2320, 2923, 55.8, 100.0, 100.0, 55.8, 29.3 3, 40, cfs, 4, oner, N, 1688, 860, 1235, 1460, 60.0, 62.9, 42.3, 54.2, 60.3 3, 40, cfs, 4, oner, Y, 1460, 1235, 860, 1688, 60.0, 57.7, 37.1, 66.2, 60.3 3, 40, cfs, 4, adtree, N, 2189, 990, 734, 1330, 67.1, 57.3, 25.1, 64.4, 65.0 3, 40, cfs, 4, adtree, Y, 1330, 734, 990, 2189, 67.1, 74.9, 42.7, 68.9, 65.0 3, 40, cfs, 4, bnet, N, 2168, 1014, 755, 1306, 66.3, 56.3, 25.8, 63.4, 64.1 3, 40, cfs, 4, bnet, Y, 1306, 755, 1014, 2168, 66.3, 74.2, 43.7, 68.1, 64.1 3, 40, cfs, 4, rbfnet, N, 2267, 1368, 656, 952, 61.4, 41.0, 22.4, 59.2, 55.4 3, 40, cfs, 4, rbfnet, Y, 952, 656, 1368, 2267, 61.4, 77.6, 59.0, 62.4, 55.4 3, 40, cfs, 5, nb, N, 2138, 1231, 583, 955, 63.0, 43.7, 21.4, 62.1, 57.4 3, 40, cfs, 5, nb, Y, 955, 583, 1231, 2138, 63.0, 78.6, 56.3, 63.5, 57.4 3, 40, cfs, 5, j48, N, 2021, 1199, 700, 987, 61.3, 45.2, 25.7, 58.5, 57.2 3, 40, cfs, 5, j48, Y, 987, 700, 1199, 2021, 61.3, 74.3, 54.8, 62.8, 57.2 3, 40, cfs, 5, zeror, N, 2721, 2186, 0, 0, 55.5, 0.0, 0.0, 0.0, 29.3 3, 40, cfs, 5, zeror, Y, 0, 0, 2186, 2721, 55.5, 100.0, 100.0, 55.5, 29.3 3, 40, cfs, 5, oner, N, 1588, 821, 1133, 1365, 60.2, 62.4, 41.6, 54.6, 60.3 3, 40, cfs, 5, oner, Y, 1365, 1133, 821, 1588, 60.2, 58.4, 37.6, 65.9, 60.3 3, 40, cfs, 5, adtree, N, 1977, 861, 744, 1325, 67.3, 60.6, 27.3, 64.0, 66.1 3, 40, cfs, 5, adtree, Y, 1325, 744, 861, 1977, 67.3, 72.7, 39.4, 69.7, 66.1 3, 40, cfs, 5, bnet, N, 2010, 942, 711, 1244, 66.3, 56.9, 26.1, 63.6, 64.4 3, 40, cfs, 5, bnet, Y, 1244, 711, 942, 2010, 66.3, 73.9, 43.1, 68.1, 64.4 3, 40, cfs, 5, rbfnet, N, 1950, 963, 771, 1223, 64.7, 55.9, 28.3, 61.3, 63.0 3, 40, cfs, 5, rbfnet, Y, 1223, 771, 963, 1950, 64.7, 71.7, 44.1, 66.9, 63.0 3, 40, infogain, 1, nb, N, 2210, 1286, 677, 1070, 62.6, 45.4, 23.4, 61.2, 58.0 3, 40, infogain, 1, nb, Y, 1070, 677, 1286, 2210, 62.6, 76.6, 54.6, 63.2, 58.0 3, 40, infogain, 1, j48, N, 2048, 1215, 839, 1141, 60.8, 48.4, 29.1, 57.6, 58.1 3, 40, infogain, 1, j48, Y, 1141, 839, 1215, 2048, 60.8, 70.9, 51.6, 62.8, 58.1 3, 40, infogain, 1, zeror, N, 2887, 2356, 0, 0, 55.1, 0.0, 0.0, 0.0, 29.3 3, 40, infogain, 1, zeror, Y, 0, 0, 2356, 2887, 55.1, 100.0, 100.0, 55.1, 29.3 3, 40, infogain, 1, oner, N, 1643, 915, 1244, 1441, 58.8, 61.2, 43.1, 53.7, 59.0 3, 40, infogain, 1, oner, Y, 1441, 1244, 915, 1643, 58.8, 56.9, 38.8, 64.2, 59.0 3, 40, infogain, 1, adtree, N, 2096, 903, 791, 1453, 67.7, 61.7, 27.4, 64.8, 66.7 3, 40, infogain, 1, adtree, Y, 1453, 791, 903, 2096, 67.7, 72.6, 38.3, 69.9, 66.7 3, 40, infogain, 1, bnet, N, 2221, 1157, 666, 1199, 65.2, 50.9, 23.1, 64.3, 61.6 3, 40, infogain, 1, bnet, Y, 1199, 666, 1157, 2221, 65.2, 76.9, 49.1, 65.7, 61.6 3, 40, infogain, 1, rbfnet, N, 1591, 823, 1296, 1533, 59.6, 65.1, 44.9, 54.2, 59.8 3, 40, infogain, 1, rbfnet, Y, 1533, 1296, 823, 1591, 59.6, 55.1, 34.9, 65.9, 59.8 3, 40, infogain, 2, nb, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, infogain, 2, nb, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, infogain, 2, j48, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, infogain, 2, j48, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, infogain, 2, zeror, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, infogain, 2, zeror, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, infogain, 2, oner, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, infogain, 2, oner, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, infogain, 2, adtree, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, infogain, 2, adtree, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, infogain, 2, bnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, infogain, 2, bnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, infogain, 2, rbfnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, infogain, 2, rbfnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, infogain, 3, nb, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, infogain, 3, nb, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, infogain, 3, j48, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, infogain, 3, j48, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, infogain, 3, zeror, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, infogain, 3, zeror, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, infogain, 3, oner, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, infogain, 3, oner, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, infogain, 3, adtree, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, infogain, 3, adtree, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, infogain, 3, bnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, infogain, 3, bnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, infogain, 3, rbfnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, infogain, 3, rbfnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, chisquared, 2, nb, N, 2946, 1495, 624, 917, 64.6, 38.0, 17.5, 59.5, 54.5 3, 40, chisquared, 2, nb, Y, 917, 624, 1495, 2946, 64.6, 82.5, 62.0, 66.3, 54.5 3, 40, chisquared, 2, j48, N, 2966, 1627, 604, 785, 62.7, 32.5, 16.9, 56.5, 50.8 3, 40, chisquared, 2, j48, Y, 785, 604, 1627, 2966, 62.7, 83.1, 67.5, 64.6, 50.8 3, 40, chisquared, 2, zeror, N, 3570, 2412, 0, 0, 59.7, 0.0, 0.0, 0.0, 29.3 3, 40, chisquared, 2, zeror, Y, 0, 0, 2412, 3570, 59.7, 100.0, 100.0, 59.7, 29.3 3, 40, chisquared, 2, oner, N, 2309, 1079, 1261, 1333, 60.9, 55.3, 35.3, 51.4, 59.7 3, 40, chisquared, 2, oner, Y, 1333, 1261, 1079, 2309, 60.9, 64.7, 44.7, 68.2, 59.7 3, 40, chisquared, 2, adtree, N, 2921, 1224, 649, 1188, 68.7, 49.3, 18.2, 64.7, 61.9 3, 40, chisquared, 2, adtree, Y, 1188, 649, 1224, 2921, 68.7, 81.8, 50.7, 70.5, 61.9 3, 40, chisquared, 2, bnet, N, 2875, 1290, 695, 1122, 66.8, 46.5, 19.5, 61.8, 59.8 3, 40, chisquared, 2, bnet, Y, 1122, 695, 1290, 2875, 66.8, 80.5, 53.5, 69.0, 59.8 3, 40, chisquared, 2, rbfnet, N, 2836, 1433, 734, 979, 63.8, 40.6, 20.6, 57.2, 55.5 3, 40, chisquared, 2, rbfnet, Y, 979, 734, 1433, 2836, 63.8, 79.4, 59.4, 66.4, 55.5 3, 40, chisquared, 3, nb, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, chisquared, 3, nb, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, chisquared, 3, j48, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, chisquared, 3, j48, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, chisquared, 3, zeror, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, chisquared, 3, zeror, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, chisquared, 3, oner, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, chisquared, 3, oner, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, chisquared, 3, adtree, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, chisquared, 3, adtree, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, chisquared, 3, bnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, chisquared, 3, bnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, chisquared, 3, rbfnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, chisquared, 3, rbfnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, oneR, 1, nb, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, oneR, 1, nb, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, oneR, 1, j48, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, oneR, 1, j48, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, oneR, 1, zeror, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, oneR, 1, zeror, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, oneR, 1, oner, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, oneR, 1, oner, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, oneR, 1, adtree, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, oneR, 1, adtree, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, oneR, 1, bnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, oneR, 1, bnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, oneR, 1, rbfnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, oneR, 1, rbfnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, oneR, 2, nb, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, oneR, 2, nb, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, oneR, 2, j48, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, oneR, 2, j48, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, oneR, 2, zeror, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, oneR, 2, zeror, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, oneR, 2, oner, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, oneR, 2, oner, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, oneR, 2, adtree, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, oneR, 2, adtree, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, oneR, 2, bnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, oneR, 2, bnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, oneR, 2, rbfnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, oneR, 2, rbfnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, oneR, 3, nb, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, oneR, 3, nb, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, oneR, 3, j48, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, oneR, 3, j48, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, oneR, 3, zeror, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, oneR, 3, zeror, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, oneR, 3, oner, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, oneR, 3, oner, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, oneR, 3, adtree, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, oneR, 3, adtree, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, oneR, 3, bnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, oneR, 3, bnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, oneR, 3, rbfnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, oneR, 3, rbfnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, oneR, 4, nb, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, oneR, 4, nb, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, oneR, 4, j48, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, oneR, 4, j48, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, oneR, 4, zeror, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, oneR, 4, zeror, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, oneR, 4, oner, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, oneR, 4, oner, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, oneR, 4, adtree, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, oneR, 4, adtree, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, oneR, 4, bnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, oneR, 4, bnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, oneR, 4, rbfnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, oneR, 4, rbfnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, oneR, 5, nb, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, oneR, 5, nb, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, oneR, 5, j48, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, oneR, 5, j48, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, oneR, 5, zeror, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, oneR, 5, zeror, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, oneR, 5, oner, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, oneR, 5, oner, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, oneR, 5, adtree, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, oneR, 5, adtree, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, oneR, 5, bnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, oneR, 5, bnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, oneR, 5, rbfnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 40, oneR, 5, rbfnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 45, cfs, 1, nb, N, 2347, 1360, 533, 1003, 63.9, 42.4, 18.5, 65.3, 57.3 3, 45, cfs, 1, nb, Y, 1003, 533, 1360, 2347, 63.9, 81.5, 57.6, 63.3, 57.3 3, 45, cfs, 1, j48, N, 2043, 1198, 837, 1165, 61.2, 49.3, 29.1, 58.2, 58.7 3, 45, cfs, 1, j48, Y, 1165, 837, 1198, 2043, 61.2, 70.9, 50.7, 63.0, 58.7 3, 45, cfs, 1, zeror, N, 2880, 2363, 0, 0, 54.9, 0.0, 0.0, 0.0, 29.3 3, 45, cfs, 1, zeror, Y, 0, 0, 2363, 2880, 54.9, 100.0, 100.0, 54.9, 29.3 3, 45, cfs, 1, oner, N, 1694, 842, 1186, 1521, 61.3, 64.4, 41.2, 56.2, 61.5 3, 45, cfs, 1, oner, Y, 1521, 1186, 842, 1694, 61.3, 58.8, 35.6, 66.8, 61.5 3, 45, cfs, 1, adtree, N, 1986, 830, 894, 1533, 67.1, 64.9, 31.0, 63.2, 66.9 3, 45, cfs, 1, adtree, Y, 1533, 894, 830, 1986, 67.1, 69.0, 35.1, 70.5, 66.9 3, 45, cfs, 1, bnet, N, 2123, 1007, 757, 1356, 66.4, 57.4, 26.3, 64.2, 64.6 3, 45, cfs, 1, bnet, Y, 1356, 757, 1007, 2123, 66.4, 73.7, 42.6, 67.8, 64.6 3, 45, cfs, 1, rbfnet, N, 1995, 1103, 885, 1260, 62.1, 53.3, 30.7, 58.7, 60.5 3, 45, cfs, 1, rbfnet, Y, 1260, 885, 1103, 1995, 62.1, 69.3, 46.7, 64.4, 60.5 3, 45, cfs, 2, nb, N, 2334, 1452, 509, 948, 62.6, 39.5, 17.9, 65.1, 55.4 3, 45, cfs, 2, nb, Y, 948, 509, 1452, 2334, 62.6, 82.1, 60.5, 61.6, 55.4 3, 45, cfs, 2, j48, N, 2238, 1476, 605, 924, 60.3, 38.5, 21.3, 60.4, 54.0 3, 45, cfs, 2, j48, Y, 924, 605, 1476, 2238, 60.3, 78.7, 61.5, 60.3, 54.0 3, 45, cfs, 2, zeror, N, 2843, 2400, 0, 0, 54.2, 0.0, 0.0, 0.0, 29.3 3, 45, cfs, 2, zeror, Y, 0, 0, 2400, 2843, 54.2, 100.0, 100.0, 54.2, 29.3 3, 45, cfs, 2, oner, N, 1657, 920, 1186, 1480, 59.8, 61.7, 41.7, 55.5, 59.9 3, 45, cfs, 2, oner, Y, 1480, 1186, 920, 1657, 59.8, 58.3, 38.3, 64.3, 59.9 3, 45, cfs, 2, adtree, N, 2026, 914, 817, 1486, 67.0, 61.9, 28.7, 64.5, 66.3 3, 45, cfs, 2, adtree, Y, 1486, 817, 914, 2026, 67.0, 71.3, 38.1, 68.9, 66.3 3, 45, cfs, 2, bnet, N, 2138, 1057, 705, 1343, 66.4, 56.0, 24.8, 65.6, 64.3 3, 45, cfs, 2, bnet, Y, 1343, 705, 1057, 2138, 66.4, 75.2, 44.0, 66.9, 64.3 3, 45, cfs, 2, rbfnet, N, 2179, 1356, 664, 1044, 61.5, 43.5, 23.4, 61.1, 56.8 3, 45, cfs, 2, rbfnet, Y, 1044, 664, 1356, 2179, 61.5, 76.6, 56.5, 61.6, 56.8 3, 45, cfs, 3, nb, N, 2349, 1438, 523, 933, 62.6, 39.4, 18.2, 64.1, 55.2 3, 45, cfs, 3, nb, Y, 933, 523, 1438, 2349, 62.6, 81.8, 60.6, 62.0, 55.2 3, 45, cfs, 3, j48, N, 2282, 1454, 590, 917, 61.0, 38.7, 20.5, 60.8, 54.3 3, 45, cfs, 3, j48, Y, 917, 590, 1454, 2282, 61.0, 79.5, 61.3, 61.1, 54.3 3, 45, cfs, 3, zeror, N, 2872, 2371, 0, 0, 54.8, 0.0, 0.0, 0.0, 29.3 3, 45, cfs, 3, zeror, Y, 0, 0, 2371, 2872, 54.8, 100.0, 100.0, 54.8, 29.3 3, 45, cfs, 3, oner, N, 1726, 831, 1146, 1540, 62.3, 65.0, 39.9, 57.3, 62.4 3, 45, cfs, 3, oner, Y, 1540, 1146, 831, 1726, 62.3, 60.1, 35.0, 67.5, 62.4 3, 45, cfs, 3, adtree, N, 2121, 940, 751, 1431, 67.7, 60.4, 26.1, 65.6, 66.4 3, 45, cfs, 3, adtree, Y, 1431, 751, 940, 2121, 67.7, 73.9, 39.6, 69.3, 66.4 3, 45, cfs, 3, bnet, N, 2170, 1055, 702, 1316, 66.5, 55.5, 24.4, 65.2, 64.1 3, 45, cfs, 3, bnet, Y, 1316, 702, 1055, 2170, 66.5, 75.6, 44.5, 67.3, 64.1 3, 45, cfs, 3, rbfnet, N, 2196, 1306, 676, 1065, 62.2, 44.9, 23.5, 61.2, 57.6 3, 45, cfs, 3, rbfnet, Y, 1065, 676, 1306, 2196, 62.2, 76.5, 55.1, 62.7, 57.6 3, 45, cfs, 4, nb, N, 2276, 1426, 572, 969, 61.9, 40.5, 20.1, 62.9, 55.6 3, 45, cfs, 4, nb, Y, 969, 572, 1426, 2276, 61.9, 79.9, 59.5, 61.5, 55.6 3, 45, cfs, 4, j48, N, 2070, 1263, 778, 1132, 61.1, 47.3, 27.3, 59.3, 58.0 3, 45, cfs, 4, j48, Y, 1132, 778, 1263, 2070, 61.1, 72.7, 52.7, 62.1, 58.0 3, 45, cfs, 4, zeror, N, 2848, 2395, 0, 0, 54.3, 0.0, 0.0, 0.0, 29.3 3, 45, cfs, 4, zeror, Y, 0, 0, 2395, 2848, 54.3, 100.0, 100.0, 54.3, 29.3 3, 45, cfs, 4, oner, N, 1674, 860, 1174, 1535, 61.2, 64.1, 41.2, 56.7, 61.3 3, 45, cfs, 4, oner, Y, 1535, 1174, 860, 1674, 61.2, 58.8, 35.9, 66.1, 61.3 3, 45, cfs, 4, adtree, N, 2042, 849, 806, 1546, 68.4, 64.6, 28.3, 65.7, 67.9 3, 45, cfs, 4, adtree, Y, 1546, 806, 849, 2042, 68.4, 71.7, 35.4, 70.6, 67.9 3, 45, cfs, 4, bnet, N, 2145, 1007, 703, 1388, 67.4, 58.0, 24.7, 66.4, 65.5 3, 45, cfs, 4, bnet, Y, 1388, 703, 1007, 2145, 67.4, 75.3, 42.0, 68.1, 65.5 3, 45, cfs, 4, rbfnet, N, 2206, 1365, 642, 1030, 61.7, 43.0, 22.5, 61.6, 56.7 3, 45, cfs, 4, rbfnet, Y, 1030, 642, 1365, 2206, 61.7, 77.5, 57.0, 61.8, 56.7 3, 45, cfs, 5, nb, N, 2209, 1286, 529, 943, 63.5, 42.3, 19.3, 64.1, 57.0 3, 45, cfs, 5, nb, Y, 943, 529, 1286, 2209, 63.5, 80.7, 57.7, 63.2, 57.0 3, 45, cfs, 5, j48, N, 1985, 1229, 753, 1000, 60.1, 44.9, 27.5, 57.0, 56.4 3, 45, cfs, 5, j48, Y, 1000, 753, 1229, 1985, 60.1, 72.5, 55.1, 61.8, 56.4 3, 45, cfs, 5, zeror, N, 2738, 2229, 0, 0, 55.1, 0.0, 0.0, 0.0, 29.3 3, 45, cfs, 5, zeror, Y, 0, 0, 2229, 2738, 55.1, 100.0, 100.0, 55.1, 29.3 3, 45, cfs, 5, oner, N, 1625, 819, 1113, 1410, 61.1, 63.3, 40.7, 55.9, 61.3 3, 45, cfs, 5, oner, Y, 1410, 1113, 819, 1625, 61.1, 59.3, 36.7, 66.5, 61.3 3, 45, cfs, 5, adtree, N, 2014, 911, 724, 1318, 67.1, 59.1, 26.4, 64.5, 65.6 3, 45, cfs, 5, adtree, Y, 1318, 724, 911, 2014, 67.1, 73.6, 40.9, 68.9, 65.6 3, 45, cfs, 5, bnet, N, 2016, 929, 722, 1300, 66.8, 58.3, 26.4, 64.3, 65.1 3, 45, cfs, 5, bnet, Y, 1300, 722, 929, 2016, 66.8, 73.6, 41.7, 68.5, 65.1 3, 45, cfs, 5, rbfnet, N, 1969, 1133, 769, 1096, 61.7, 49.2, 28.1, 58.8, 58.9 3, 45, cfs, 5, rbfnet, Y, 1096, 769, 1133, 1969, 61.7, 71.9, 50.8, 63.5, 58.9 3, 45, infogain, 1, nb, N, 2259, 1378, 597, 1009, 62.3, 42.3, 20.9, 62.8, 56.6 3, 45, infogain, 1, nb, Y, 1009, 597, 1378, 2259, 62.3, 79.1, 57.7, 62.1, 56.6 3, 45, infogain, 1, j48, N, 2110, 1299, 746, 1088, 61.0, 45.6, 26.1, 59.3, 57.3 3, 45, infogain, 1, j48, Y, 1088, 746, 1299, 2110, 61.0, 73.9, 54.4, 61.9, 57.3 3, 45, infogain, 1, zeror, N, 2856, 2387, 0, 0, 54.5, 0.0, 0.0, 0.0, 29.3 3, 45, infogain, 1, zeror, Y, 0, 0, 2387, 2856, 54.5, 100.0, 100.0, 54.5, 29.3 3, 45, infogain, 1, oner, N, 1715, 819, 1141, 1568, 62.6, 65.7, 40.0, 57.9, 62.8 3, 45, infogain, 1, oner, Y, 1568, 1141, 819, 1715, 62.6, 60.0, 34.3, 67.7, 62.8 3, 45, infogain, 1, adtree, N, 2133, 1033, 723, 1354, 66.5, 56.7, 25.3, 65.2, 64.5 3, 45, infogain, 1, adtree, Y, 1354, 723, 1033, 2133, 66.5, 74.7, 43.3, 67.4, 64.5 3, 45, infogain, 1, bnet, N, 2200, 1151, 656, 1236, 65.5, 51.8, 23.0, 65.3, 62.2 3, 45, infogain, 1, bnet, Y, 1236, 656, 1151, 2200, 65.5, 77.0, 48.2, 65.7, 62.2 3, 45, infogain, 1, rbfnet, N, 2145, 1290, 711, 1097, 61.8, 46.0, 24.9, 60.7, 57.9 3, 45, infogain, 1, rbfnet, Y, 1097, 711, 1290, 2145, 61.8, 75.1, 54.0, 62.4, 57.9 3, 45, infogain, 2, nb, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 45, infogain, 2, nb, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 45, infogain, 2, j48, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 45, infogain, 2, j48, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 45, infogain, 2, zeror, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 45, infogain, 2, zeror, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 45, infogain, 2, oner, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 45, infogain, 2, oner, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 45, infogain, 2, adtree, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 45, infogain, 2, adtree, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 45, infogain, 2, bnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 45, infogain, 2, bnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 45, infogain, 2, rbfnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 45, infogain, 2, rbfnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 45, chisquared, 1, nb, N, 2250, 1319, 620, 1054, 63.0, 44.4, 21.6, 63.0, 57.8 3, 45, chisquared, 1, nb, Y, 1054, 620, 1319, 2250, 63.0, 78.4, 55.6, 63.0, 57.8 3, 45, chisquared, 1, j48, N, 2099, 1326, 771, 1047, 60.0, 44.1, 26.9, 57.6, 56.2 3, 45, chisquared, 1, j48, Y, 1047, 771, 1326, 2099, 60.0, 73.1, 55.9, 61.3, 56.2 3, 45, chisquared, 1, zeror, N, 2870, 2373, 0, 0, 54.7, 0.0, 0.0, 0.0, 29.3 3, 45, chisquared, 1, zeror, Y, 0, 0, 2373, 2870, 54.7, 100.0, 100.0, 54.7, 29.3 3, 45, chisquared, 1, oner, N, 1702, 905, 1168, 1468, 60.5, 61.9, 40.7, 55.7, 60.6 3, 45, chisquared, 1, oner, Y, 1468, 1168, 905, 1702, 60.5, 59.3, 38.1, 65.3, 60.6 3, 45, chisquared, 1, adtree, N, 2216, 1030, 654, 1343, 67.9, 56.6, 22.8, 67.3, 65.3 3, 45, chisquared, 1, adtree, Y, 1343, 654, 1030, 2216, 67.9, 77.2, 43.4, 68.3, 65.3 3, 45, chisquared, 1, bnet, N, 2206, 1169, 664, 1204, 65.0, 50.7, 23.1, 64.5, 61.5 3, 45, chisquared, 1, bnet, Y, 1204, 664, 1169, 2206, 65.0, 76.9, 49.3, 65.4, 61.5 3, 45, chisquared, 1, rbfnet, N, 2434, 1707, 436, 666, 59.1, 28.1, 15.2, 60.4, 48.0 3, 45, chisquared, 1, rbfnet, Y, 666, 436, 1707, 2434, 59.1, 84.8, 71.9, 58.8, 48.0 3, 45, chisquared, 2, nb, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 45, chisquared, 2, nb, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 45, chisquared, 2, j48, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 45, chisquared, 2, j48, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 45, chisquared, 2, zeror, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 45, chisquared, 2, zeror, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 45, chisquared, 2, oner, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 45, chisquared, 2, oner, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 45, chisquared, 2, adtree, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 45, chisquared, 2, adtree, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 45, chisquared, 2, bnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 45, chisquared, 2, bnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 45, chisquared, 2, rbfnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 45, chisquared, 2, rbfnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 45, oneR, 4, nb, N, 2679, 1195, 954, 1154, 64.1, 49.1, 26.3, 54.7, 59.5 3, 45, oneR, 4, nb, Y, 1154, 954, 1195, 2679, 64.1, 73.7, 50.9, 69.2, 59.5 3, 45, oneR, 4, j48, N, 2955, 1564, 678, 785, 62.5, 33.4, 18.7, 53.7, 51.1 3, 45, oneR, 4, j48, Y, 785, 678, 1564, 2955, 62.5, 81.3, 66.6, 65.4, 51.1 3, 45, oneR, 4, zeror, N, 3633, 2349, 0, 0, 60.7, 0.0, 0.0, 0.0, 29.3 3, 45, oneR, 4, zeror, Y, 0, 0, 2349, 3633, 60.7, 100.0, 100.0, 60.7, 29.3 3, 45, oneR, 4, oner, N, 2325, 983, 1308, 1366, 61.7, 58.2, 36.0, 51.1, 61.0 3, 45, oneR, 4, oner, Y, 1366, 1308, 983, 2325, 61.7, 64.0, 41.8, 70.3, 61.0 3, 45, oneR, 4, adtree, N, 2880, 1164, 753, 1185, 68.0, 50.4, 20.7, 61.1, 62.0 3, 45, oneR, 4, adtree, Y, 1185, 753, 1164, 2880, 68.0, 79.3, 49.6, 71.2, 62.0 3, 45, oneR, 4, bnet, N, 3027, 1407, 606, 942, 66.3, 40.1, 16.7, 60.9, 56.0 3, 45, oneR, 4, bnet, Y, 942, 606, 1407, 3027, 66.3, 83.3, 59.9, 68.3, 56.0 3, 45, oneR, 4, rbfnet, N, 2757, 1316, 876, 1033, 63.4, 44.0, 24.1, 54.1, 56.9 3, 45, oneR, 4, rbfnet, Y, 1033, 876, 1316, 2757, 63.4, 75.9, 56.0, 67.7, 56.9 3, 50, cfs, 1, nb, N, 2196, 1328, 645, 1074, 62.4, 44.7, 22.7, 62.5, 57.7 3, 50, cfs, 1, nb, Y, 1074, 645, 1328, 2196, 62.4, 77.3, 55.3, 62.3, 57.7 3, 50, cfs, 1, j48, N, 2061, 1244, 780, 1158, 61.4, 48.2, 27.5, 59.8, 58.6 3, 50, cfs, 1, j48, Y, 1158, 780, 1244, 2061, 61.4, 72.5, 51.8, 62.4, 58.6 3, 50, cfs, 1, zeror, N, 2841, 2402, 0, 0, 54.2, 0.0, 0.0, 0.0, 29.3 3, 50, cfs, 1, zeror, Y, 0, 0, 2402, 2841, 54.2, 100.0, 100.0, 54.2, 29.3 3, 50, cfs, 1, oner, N, 1690, 896, 1151, 1506, 61.0, 62.7, 40.5, 56.7, 61.1 3, 50, cfs, 1, oner, Y, 1506, 1151, 896, 1690, 61.0, 59.5, 37.3, 65.4, 61.1 3, 50, cfs, 1, adtree, N, 2185, 1034, 656, 1368, 67.8, 57.0, 23.1, 67.6, 65.5 3, 50, cfs, 1, adtree, Y, 1368, 656, 1034, 2185, 67.8, 76.9, 43.0, 67.9, 65.5 3, 50, cfs, 1, bnet, N, 2125, 1067, 716, 1335, 66.0, 55.6, 25.2, 65.1, 63.9 3, 50, cfs, 1, bnet, Y, 1335, 716, 1067, 2125, 66.0, 74.8, 44.4, 66.6, 63.9 3, 50, cfs, 1, rbfnet, N, 2146, 1208, 695, 1194, 63.7, 49.7, 24.5, 63.2, 60.5 3, 50, cfs, 1, rbfnet, Y, 1194, 695, 1208, 2146, 63.7, 75.5, 50.3, 64.0, 60.5 3, 50, infogain, 1, nb, N, 2265, 1312, 591, 1075, 63.7, 45.0, 20.7, 64.5, 58.5 3, 50, infogain, 1, nb, Y, 1075, 591, 1312, 2265, 63.7, 79.3, 55.0, 63.3, 58.5 3, 50, infogain, 1, j48, N, 2045, 1242, 811, 1145, 60.8, 48.0, 28.4, 58.5, 58.1 3, 50, infogain, 1, j48, Y, 1145, 811, 1242, 2045, 60.8, 71.6, 52.0, 62.2, 58.1 3, 50, infogain, 1, zeror, N, 2856, 2387, 0, 0, 54.5, 0.0, 0.0, 0.0, 29.3 3, 50, infogain, 1, zeror, Y, 0, 0, 2387, 2856, 54.5, 100.0, 100.0, 54.5, 29.3 3, 50, infogain, 1, oner, N, 1704, 848, 1152, 1539, 61.9, 64.5, 40.3, 57.2, 62.0 3, 50, infogain, 1, oner, Y, 1539, 1152, 848, 1704, 61.9, 59.7, 35.5, 66.8, 62.0 3, 50, infogain, 1, adtree, N, 2102, 944, 754, 1443, 67.6, 60.5, 26.4, 65.7, 66.4 3, 50, infogain, 1, adtree, Y, 1443, 754, 944, 2102, 67.6, 73.6, 39.5, 69.0, 66.4 3, 50, infogain, 1, bnet, N, 2155, 1112, 701, 1275, 65.4, 53.4, 24.5, 64.5, 62.8 3, 50, infogain, 1, bnet, Y, 1275, 701, 1112, 2155, 65.4, 75.5, 46.6, 66.0, 62.8 3, 50, infogain, 1, rbfnet, N, 2059, 1097, 797, 1290, 63.9, 54.0, 27.9, 61.8, 62.0 3, 50, infogain, 1, rbfnet, Y, 1290, 797, 1097, 2059, 63.9, 72.1, 46.0, 65.2, 62.0 3, 50, infogain, 2, nb, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 50, infogain, 2, nb, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 50, infogain, 2, j48, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 50, infogain, 2, j48, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 50, infogain, 2, zeror, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 50, infogain, 2, zeror, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 50, infogain, 2, oner, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 50, infogain, 2, oner, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 50, infogain, 2, adtree, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 50, infogain, 2, adtree, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 50, infogain, 2, bnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 50, infogain, 2, bnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 50, infogain, 2, rbfnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 50, infogain, 2, rbfnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 50, infogain, 4, nb, N, 2774, 1329, 845, 1034, 63.7, 43.8, 23.3, 55.0, 56.9 3, 50, infogain, 4, nb, Y, 1034, 845, 1329, 2774, 63.7, 76.7, 56.2, 67.6, 56.9 3, 50, infogain, 4, j48, N, 2953, 1606, 666, 757, 62.0, 32.0, 18.4, 53.2, 50.2 3, 50, infogain, 4, j48, Y, 757, 666, 1606, 2953, 62.0, 81.6, 68.0, 64.8, 50.2 3, 50, infogain, 4, zeror, N, 3619, 2363, 0, 0, 60.5, 0.0, 0.0, 0.0, 29.3 3, 50, infogain, 4, zeror, Y, 0, 0, 2363, 3619, 60.5, 100.0, 100.0, 60.5, 29.3 3, 50, infogain, 4, oner, N, 2293, 1042, 1326, 1321, 60.4, 55.9, 36.6, 49.9, 59.5 3, 50, infogain, 4, oner, Y, 1321, 1326, 1042, 2293, 60.4, 63.4, 44.1, 68.8, 59.5 3, 50, infogain, 4, adtree, N, 2879, 1185, 740, 1178, 67.8, 49.9, 20.4, 61.4, 61.7 3, 50, infogain, 4, adtree, Y, 1178, 740, 1185, 2879, 67.8, 79.6, 50.1, 70.8, 61.7 3, 50, infogain, 4, bnet, N, 3016, 1457, 603, 906, 65.6, 38.3, 16.7, 60.0, 54.8 3, 50, infogain, 4, bnet, Y, 906, 603, 1457, 3016, 65.6, 83.3, 61.7, 67.4, 54.8 3, 50, infogain, 4, rbfnet, N, 3244, 1890, 375, 473, 62.1, 20.0, 10.4, 55.8, 43.0 3, 50, infogain, 4, rbfnet, Y, 473, 375, 1890, 3244, 62.1, 89.6, 80.0, 63.2, 43.0 3, 50, infogain, 5, nb, N, 2657, 1298, 719, 909, 63.9, 41.2, 21.3, 55.8, 55.8 3, 50, infogain, 5, nb, Y, 909, 719, 1298, 2657, 63.9, 78.7, 58.8, 67.2, 55.8 3, 50, infogain, 5, j48, N, 2735, 1521, 641, 686, 61.3, 31.1, 19.0, 51.7, 49.5 3, 50, infogain, 5, j48, Y, 686, 641, 1521, 2735, 61.3, 81.0, 68.9, 64.3, 49.5 3, 50, infogain, 5, zeror, N, 3376, 2207, 0, 0, 60.5, 0.0, 0.0, 0.0, 29.3 3, 50, infogain, 5, zeror, Y, 0, 0, 2207, 3376, 60.5, 100.0, 100.0, 60.5, 29.3 3, 50, infogain, 5, oner, N, 2112, 955, 1264, 1252, 60.3, 56.7, 37.4, 49.8, 59.5 3, 50, infogain, 5, oner, Y, 1252, 1264, 955, 2112, 60.3, 62.6, 43.3, 68.9, 59.5 3, 50, infogain, 5, adtree, N, 2718, 1147, 658, 1060, 67.7, 48.0, 19.5, 61.7, 60.8 3, 50, infogain, 5, adtree, Y, 1060, 658, 1147, 2718, 67.7, 80.5, 52.0, 70.3, 60.8 3, 50, infogain, 5, bnet, N, 2782, 1309, 594, 898, 65.9, 40.7, 17.6, 60.2, 56.3 3, 50, infogain, 5, bnet, Y, 898, 594, 1309, 2782, 65.9, 82.4, 59.3, 68.0, 56.3 3, 50, infogain, 5, rbfnet, N, 2684, 1418, 692, 789, 62.2, 35.7, 20.5, 53.3, 52.3 3, 50, infogain, 5, rbfnet, Y, 789, 692, 1418, 2684, 62.2, 79.5, 64.3, 65.4, 52.3 3, 50, chisquared, 1, nb, N, 2233, 1291, 670, 1049, 62.6, 44.8, 23.1, 61.0, 57.7 3, 50, chisquared, 1, nb, Y, 1049, 670, 1291, 2233, 62.6, 76.9, 55.2, 63.4, 57.7 3, 50, chisquared, 1, j48, N, 2091, 1228, 812, 1112, 61.1, 47.5, 28.0, 57.8, 58.0 3, 50, chisquared, 1, j48, Y, 1112, 812, 1228, 2091, 61.1, 72.0, 52.5, 63.0, 58.0 3, 50, chisquared, 1, zeror, N, 2903, 2340, 0, 0, 55.4, 0.0, 0.0, 0.0, 29.3 3, 50, chisquared, 1, zeror, Y, 0, 0, 2340, 2903, 55.4, 100.0, 100.0, 55.4, 29.3 3, 50, chisquared, 1, oner, N, 1658, 840, 1245, 1500, 60.2, 64.1, 42.9, 54.6, 60.5 3, 50, chisquared, 1, oner, Y, 1500, 1245, 840, 1658, 60.2, 57.1, 35.9, 66.4, 60.5 3, 50, chisquared, 1, adtree, N, 2018, 814, 885, 1526, 67.6, 65.2, 30.5, 63.3, 67.3 3, 50, chisquared, 1, adtree, Y, 1526, 885, 814, 2018, 67.6, 69.5, 34.8, 71.3, 67.3 3, 50, chisquared, 1, bnet, N, 2138, 1032, 765, 1308, 65.7, 55.9, 26.4, 63.1, 63.7 3, 50, chisquared, 1, bnet, Y, 1308, 765, 1032, 2138, 65.7, 73.6, 44.1, 67.4, 63.7 3, 50, chisquared, 1, rbfnet, N, 1831, 975, 1072, 1365, 61.0, 58.3, 36.9, 56.0, 60.6 3, 50, chisquared, 1, rbfnet, Y, 1365, 1072, 975, 1831, 61.0, 63.1, 41.7, 65.3, 60.6 3, 50, chisquared, 2, nb, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 50, chisquared, 2, nb, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 50, chisquared, 2, j48, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 50, chisquared, 2, j48, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 50, chisquared, 2, zeror, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 50, chisquared, 2, zeror, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 50, chisquared, 2, oner, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 50, chisquared, 2, oner, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 50, chisquared, 2, adtree, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 50, chisquared, 2, adtree, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 50, chisquared, 2, bnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 50, chisquared, 2, bnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 50, chisquared, 2, rbfnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 50, chisquared, 2, rbfnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 3, 50, oneR, 1, nb, N, 2306, 1386, 529, 1022, 63.5, 42.4, 18.7, 65.9, 57.2 3, 50, oneR, 1, nb, Y, 1022, 529, 1386, 2306, 63.5, 81.3, 57.6, 62.5, 57.2 3, 50, oneR, 1, j48, N, 2116, 1335, 719, 1073, 60.8, 44.6, 25.4, 59.9, 56.9 3, 50, oneR, 1, j48, Y, 1073, 719, 1335, 2116, 60.8, 74.6, 55.4, 61.3, 56.9 3, 50, oneR, 1, zeror, N, 2835, 2408, 0, 0, 54.1, 0.0, 0.0, 0.0, 29.3 3, 50, oneR, 1, zeror, Y, 0, 0, 2408, 2835, 54.1, 100.0, 100.0, 54.1, 29.3 3, 50, oneR, 1, oner, N, 1692, 924, 1143, 1484, 60.6, 61.6, 40.3, 56.5, 60.6 3, 50, oneR, 1, oner, Y, 1484, 1143, 924, 1692, 60.6, 59.7, 38.4, 64.7, 60.6 3, 50, oneR, 1, adtree, N, 2142, 1020, 693, 1388, 67.3, 57.6, 24.4, 66.7, 65.4 3, 50, oneR, 1, adtree, Y, 1388, 693, 1020, 2142, 67.3, 75.6, 42.4, 67.7, 65.4 3, 50, oneR, 1, bnet, N, 2022, 977, 813, 1431, 65.9, 59.4, 28.7, 63.8, 64.9 3, 50, oneR, 1, bnet, Y, 1431, 813, 977, 2022, 65.9, 71.3, 40.6, 67.4, 64.9 3, 50, oneR, 1, rbfnet, N, 2121, 1143, 714, 1265, 64.6, 52.5, 25.2, 63.9, 62.0 3, 50, oneR, 1, rbfnet, Y, 1265, 714, 1143, 2121, 64.6, 74.8, 47.5, 65.0, 62.0 3, 50, oneR, 2, nb, N, 2765, 1178, 931, 1108, 64.7, 48.5, 25.2, 54.3, 59.4 3, 50, oneR, 2, nb, Y, 1108, 931, 1178, 2765, 64.7, 74.8, 51.5, 70.1, 59.4 3, 50, oneR, 2, j48, N, 2960, 1423, 736, 863, 63.9, 37.8, 19.9, 54.0, 53.8 3, 50, oneR, 2, j48, Y, 863, 736, 1423, 2960, 63.9, 80.1, 62.2, 67.5, 53.8 3, 50, oneR, 2, zeror, N, 3696, 2286, 0, 0, 61.8, 0.0, 0.0, 0.0, 29.3 3, 50, oneR, 2, zeror, Y, 0, 0, 2286, 3696, 61.8, 100.0, 100.0, 61.8, 29.3 3, 50, oneR, 2, oner, N, 2403, 974, 1293, 1312, 62.1, 57.4, 35.0, 50.4, 61.0 3, 50, oneR, 2, oner, Y, 1312, 1293, 974, 2403, 62.1, 65.0, 42.6, 71.2, 61.0 3, 50, oneR, 2, adtree, N, 2942, 1100, 754, 1186, 69.0, 51.9, 20.4, 61.1, 63.0 3, 50, oneR, 2, adtree, Y, 1186, 754, 1100, 2942, 69.0, 79.6, 48.1, 72.8, 63.0 3, 50, oneR, 2, bnet, N, 2781, 1043, 915, 1243, 67.3, 54.4, 24.8, 57.6, 63.3 3, 50, oneR, 2, bnet, Y, 1243, 915, 1043, 2781, 67.3, 75.2, 45.6, 72.7, 63.3 3, 50, oneR, 2, rbfnet, N, 2867, 1184, 829, 1102, 66.3, 48.2, 22.4, 57.1, 60.1 3, 50, oneR, 2, rbfnet, Y, 1102, 829, 1184, 2867, 66.3, 77.6, 51.8, 70.8, 60.1 3, 50, oneR, 3, nb, N, 2902, 1358, 771, 952, 64.4, 41.2, 21.0, 55.3, 55.9 3, 50, oneR, 3, nb, Y, 952, 771, 1358, 2902, 64.4, 79.0, 58.8, 68.1, 55.9 3, 50, oneR, 3, j48, N, 2967, 1491, 706, 819, 63.3, 35.5, 19.2, 53.7, 52.4 3, 50, oneR, 3, j48, Y, 819, 706, 1491, 2967, 63.3, 80.8, 64.5, 66.6, 52.4 3, 50, oneR, 3, zeror, N, 3673, 2310, 0, 0, 61.4, 0.0, 0.0, 0.0, 29.3 3, 50, oneR, 3, zeror, Y, 0, 0, 2310, 3673, 61.4, 100.0, 100.0, 61.4, 29.3 3, 50, oneR, 3, oner, N, 2347, 1006, 1326, 1304, 61.0, 56.5, 36.1, 49.6, 60.0 3, 50, oneR, 3, oner, Y, 1304, 1326, 1006, 2347, 61.0, 63.9, 43.5, 70.0, 60.0 3, 50, oneR, 3, adtree, N, 2848, 1104, 825, 1206, 67.8, 52.2, 22.5, 59.4, 62.7 3, 50, oneR, 3, adtree, Y, 1206, 825, 1104, 2848, 67.8, 77.5, 47.8, 72.1, 62.7 3, 50, oneR, 3, bnet, N, 2789, 1061, 884, 1249, 67.5, 54.1, 24.1, 58.6, 63.3 3, 50, oneR, 3, bnet, Y, 1249, 884, 1061, 2789, 67.5, 75.9, 45.9, 72.4, 63.3 3, 50, oneR, 3, rbfnet, N, 2905, 1369, 768, 941, 64.3, 40.7, 20.9, 55.1, 55.6 3, 50, oneR, 3, rbfnet, Y, 941, 768, 1369, 2905, 64.3, 79.1, 59.3, 68.0, 55.6 3, 50, oneR, 4, nb, N, 2673, 1247, 951, 1111, 63.3, 47.1, 26.2, 53.9, 58.3 3, 50, oneR, 4, nb, Y, 1111, 951, 1247, 2673, 63.3, 73.8, 52.9, 68.2, 58.3 3, 50, oneR, 4, j48, N, 2855, 1483, 769, 875, 62.4, 37.1, 21.2, 53.2, 53.1 3, 50, oneR, 4, j48, Y, 875, 769, 1483, 2855, 62.4, 78.8, 62.9, 65.8, 53.1 3, 50, oneR, 4, zeror, N, 3624, 2358, 0, 0, 60.6, 0.0, 0.0, 0.0, 29.3 3, 50, oneR, 4, zeror, Y, 0, 0, 2358, 3624, 60.6, 100.0, 100.0, 60.6, 29.3 3, 50, oneR, 4, oner, N, 2315, 999, 1309, 1359, 61.4, 57.6, 36.1, 50.9, 60.6 3, 50, oneR, 4, oner, Y, 1359, 1309, 999, 2315, 61.4, 63.9, 42.4, 69.9, 60.6 3, 50, oneR, 4, adtree, N, 2720, 1056, 904, 1302, 67.2, 55.2, 24.9, 59.0, 63.8 3, 50, oneR, 4, adtree, Y, 1302, 904, 1056, 2720, 67.2, 75.1, 44.8, 72.0, 63.8 3, 50, oneR, 4, bnet, N, 2659, 1063, 965, 1295, 66.1, 54.9, 26.6, 57.3, 63.0 3, 50, oneR, 4, bnet, Y, 1295, 965, 1063, 2659, 66.1, 73.4, 45.1, 71.4, 63.0 3, 50, oneR, 4, rbfnet, N, 2790, 1262, 834, 1096, 65.0, 46.5, 23.0, 56.8, 58.8 3, 50, oneR, 4, rbfnet, Y, 1096, 834, 1262, 2790, 65.0, 77.0, 53.5, 68.9, 58.8 3, 50, oneR, 5, nb, N, 3602, 1194, 776, 655, 68.4, 35.4, 17.7, 45.8, 52.6 3, 50, oneR, 5, nb, Y, 655, 776, 1194, 3602, 68.4, 82.3, 64.6, 75.1, 52.6 3, 50, oneR, 5, j48, N, 4378, 1849, 0, 0, 70.3, 0.0, 0.0, 0.0, 29.3 3, 50, oneR, 5, j48, Y, 0, 0, 1849, 4378, 70.3, 100.0, 100.0, 70.3, 29.3 3, 50, oneR, 5, zeror, N, 4378, 1849, 0, 0, 70.3, 0.0, 0.0, 0.0, 29.3 3, 50, oneR, 5, zeror, Y, 0, 0, 1849, 4378, 70.3, 100.0, 100.0, 70.3, 29.3 3, 50, oneR, 5, oner, N, 4223, 1730, 155, 119, 69.7, 6.4, 3.5, 43.4, 33.8 3, 50, oneR, 5, oner, Y, 119, 155, 1730, 4223, 69.7, 96.5, 93.6, 70.9, 33.8 3, 50, oneR, 5, adtree, N, 4065, 1418, 313, 431, 72.2, 23.3, 7.1, 57.9, 45.5 3, 50, oneR, 5, adtree, Y, 431, 313, 1418, 4065, 72.2, 92.9, 76.7, 74.1, 45.5 3, 50, oneR, 5, bnet, N, 4136, 1581, 242, 268, 70.7, 14.5, 5.5, 52.5, 39.4 3, 50, oneR, 5, bnet, Y, 268, 242, 1581, 4136, 70.7, 94.5, 85.5, 72.3, 39.4 3, 50, oneR, 5, rbfnet, N, 4039, 1543, 339, 306, 69.8, 16.5, 7.7, 47.4, 40.7 3, 50, oneR, 5, rbfnet, Y, 306, 339, 1543, 4039, 69.8, 92.3, 83.5, 72.4, 40.7 4, 30, cfs, 1, nb, N, 2443, 1416, 464, 920, 64.1, 39.4, 16.0, 66.5, 55.7 4, 30, cfs, 1, nb, Y, 920, 464, 1416, 2443, 64.1, 84.0, 60.6, 63.3, 55.7 4, 30, cfs, 1, j48, N, 1857, 983, 1050, 1353, 61.2, 57.9, 36.1, 56.3, 60.8 4, 30, cfs, 1, j48, Y, 1353, 1050, 983, 1857, 61.2, 63.9, 42.1, 65.4, 60.8 4, 30, cfs, 1, zeror, N, 2907, 2336, 0, 0, 55.4, 0.0, 0.0, 0.0, 29.3 4, 30, cfs, 1, zeror, Y, 0, 0, 2336, 2907, 55.4, 100.0, 100.0, 55.4, 29.3 4, 30, cfs, 1, oner, N, 1785, 846, 1122, 1490, 62.5, 63.8, 38.6, 57.0, 62.6 4, 30, cfs, 1, oner, Y, 1490, 1122, 846, 1785, 62.5, 61.4, 36.2, 67.8, 62.6 4, 30, cfs, 1, adtree, N, 2140, 897, 767, 1439, 68.3, 61.6, 26.4, 65.2, 67.1 4, 30, cfs, 1, adtree, Y, 1439, 767, 897, 2140, 68.3, 73.6, 38.4, 70.5, 67.1 4, 30, cfs, 1, bnet, N, 2186, 1028, 721, 1308, 66.6, 56.0, 24.8, 64.5, 64.3 4, 30, cfs, 1, bnet, Y, 1308, 721, 1028, 2186, 66.6, 75.2, 44.0, 68.0, 64.3 4, 30, cfs, 1, rbfnet, N, 2231, 1258, 676, 1078, 63.1, 46.1, 23.3, 61.5, 58.5 4, 30, cfs, 1, rbfnet, Y, 1078, 676, 1258, 2231, 63.1, 76.7, 53.9, 63.9, 58.5 4, 30, cfs, 2, nb, N, 2360, 1397, 532, 954, 63.2, 40.6, 18.4, 64.2, 56.0 4, 30, cfs, 2, nb, Y, 954, 532, 1397, 2360, 63.2, 81.6, 59.4, 62.8, 56.0 4, 30, cfs, 2, j48, N, 2019, 1137, 873, 1214, 61.7, 51.6, 30.2, 58.2, 59.7 4, 30, cfs, 2, j48, Y, 1214, 873, 1137, 2019, 61.7, 69.8, 48.4, 64.0, 59.7 4, 30, cfs, 2, zeror, N, 2892, 2351, 0, 0, 55.2, 0.0, 0.0, 0.0, 29.3 4, 30, cfs, 2, zeror, Y, 0, 0, 2351, 2892, 55.2, 100.0, 100.0, 55.2, 29.3 4, 30, cfs, 2, oner, N, 1702, 857, 1190, 1494, 61.0, 63.5, 41.1, 55.7, 61.1 4, 30, cfs, 2, oner, Y, 1494, 1190, 857, 1702, 61.0, 58.9, 36.5, 66.5, 61.1 4, 30, cfs, 2, adtree, N, 2137, 943, 755, 1408, 67.6, 59.9, 26.1, 65.1, 66.2 4, 30, cfs, 2, adtree, Y, 1408, 755, 943, 2137, 67.6, 73.9, 40.1, 69.4, 66.2 4, 30, cfs, 2, bnet, N, 2178, 1023, 714, 1328, 66.9, 56.5, 24.7, 65.0, 64.6 4, 30, cfs, 2, bnet, Y, 1328, 714, 1023, 2178, 66.9, 75.3, 43.5, 68.0, 64.6 4, 30, cfs, 2, rbfnet, N, 2359, 1458, 533, 893, 62.0, 38.0, 18.4, 62.6, 54.3 4, 30, cfs, 2, rbfnet, Y, 893, 533, 1458, 2359, 62.0, 81.6, 62.0, 61.8, 54.3 4, 30, cfs, 3, nb, N, 2428, 1441, 486, 888, 63.2, 38.1, 16.7, 64.6, 54.7 4, 30, cfs, 3, nb, Y, 888, 486, 1441, 2428, 63.2, 83.3, 61.9, 62.8, 54.7 4, 30, cfs, 3, j48, N, 2014, 1118, 900, 1211, 61.5, 52.0, 30.9, 57.4, 59.6 4, 30, cfs, 3, j48, Y, 1211, 900, 1118, 2014, 61.5, 69.1, 48.0, 64.3, 59.6 4, 30, cfs, 3, zeror, N, 2914, 2329, 0, 0, 55.6, 0.0, 0.0, 0.0, 29.3 4, 30, cfs, 3, zeror, Y, 0, 0, 2329, 2914, 55.6, 100.0, 100.0, 55.6, 29.3 4, 30, cfs, 3, oner, N, 1669, 859, 1245, 1470, 59.9, 63.1, 42.7, 54.1, 60.1 4, 30, cfs, 3, oner, Y, 1470, 1245, 859, 1669, 59.9, 57.3, 36.9, 66.0, 60.1 4, 30, cfs, 3, adtree, N, 2258, 1061, 656, 1268, 67.3, 54.4, 22.5, 65.9, 64.1 4, 30, cfs, 3, adtree, Y, 1268, 656, 1061, 2258, 67.3, 77.5, 45.6, 68.0, 64.1 4, 30, cfs, 3, bnet, N, 2161, 1000, 753, 1329, 66.6, 57.1, 25.8, 63.8, 64.6 4, 30, cfs, 3, bnet, Y, 1329, 753, 1000, 2161, 66.6, 74.2, 42.9, 68.4, 64.6 4, 30, cfs, 3, rbfnet, N, 2221, 1197, 693, 1132, 64.0, 48.6, 23.8, 62.0, 60.0 4, 30, cfs, 3, rbfnet, Y, 1132, 693, 1197, 2221, 64.0, 76.2, 51.4, 65.0, 60.0 4, 30, cfs, 5, nb, N, 2798, 1414, 559, 843, 64.9, 37.4, 16.7, 60.1, 54.2 4, 30, cfs, 5, nb, Y, 843, 559, 1414, 2798, 64.9, 83.3, 62.6, 66.4, 54.2 4, 30, cfs, 5, j48, N, 2668, 1467, 689, 790, 61.6, 35.0, 20.5, 53.4, 51.8 4, 30, cfs, 5, j48, Y, 790, 689, 1467, 2668, 61.6, 79.5, 65.0, 64.5, 51.8 4, 30, cfs, 5, zeror, N, 3357, 2257, 0, 0, 59.8, 0.0, 0.0, 0.0, 29.3 4, 30, cfs, 5, zeror, Y, 0, 0, 2257, 3357, 59.8, 100.0, 100.0, 59.8, 29.3 4, 30, cfs, 5, oner, N, 2171, 990, 1186, 1267, 61.2, 56.1, 35.3, 51.7, 60.2 4, 30, cfs, 5, oner, Y, 1267, 1186, 990, 2171, 61.2, 64.7, 43.9, 68.7, 60.2 4, 30, cfs, 5, adtree, N, 2783, 1293, 574, 964, 66.7, 42.7, 17.1, 62.7, 57.7 4, 30, cfs, 5, adtree, Y, 964, 574, 1293, 2783, 66.7, 82.9, 57.3, 68.3, 57.7 4, 30, cfs, 5, bnet, N, 2770, 1340, 587, 917, 65.7, 40.6, 17.5, 61.0, 56.2 4, 30, cfs, 5, bnet, Y, 917, 587, 1340, 2770, 65.7, 82.5, 59.4, 67.4, 56.2 4, 30, cfs, 5, rbfnet, N, 2785, 1525, 572, 732, 62.6, 32.4, 17.0, 56.1, 50.7 4, 30, cfs, 5, rbfnet, Y, 732, 572, 1525, 2785, 62.6, 83.0, 67.6, 64.6, 50.7 4, 30, infogain, 1, nb, N, 2294, 1364, 557, 1028, 63.4, 43.0, 19.5, 64.9, 57.4 4, 30, infogain, 1, nb, Y, 1028, 557, 1364, 2294, 63.4, 80.5, 57.0, 62.7, 57.4 4, 30, infogain, 1, j48, N, 1814, 982, 1037, 1410, 61.5, 58.9, 36.4, 57.6, 61.2 4, 30, infogain, 1, j48, Y, 1410, 1037, 982, 1814, 61.5, 63.6, 41.1, 64.9, 61.2 4, 30, infogain, 1, zeror, N, 2851, 2392, 0, 0, 54.4, 0.0, 0.0, 0.0, 29.3 4, 30, infogain, 1, zeror, Y, 0, 0, 2392, 2851, 54.4, 100.0, 100.0, 54.4, 29.3 4, 30, infogain, 1, oner, N, 1648, 855, 1203, 1537, 60.7, 64.3, 42.2, 56.1, 60.9 4, 30, infogain, 1, oner, Y, 1537, 1203, 855, 1648, 60.7, 57.8, 35.7, 65.8, 60.9 4, 30, infogain, 1, adtree, N, 2292, 1136, 559, 1256, 67.7, 52.5, 19.6, 69.2, 63.7 4, 30, infogain, 1, adtree, Y, 1256, 559, 1136, 2292, 67.7, 80.4, 47.5, 66.9, 63.7 4, 30, infogain, 1, bnet, N, 2185, 1185, 666, 1207, 64.7, 50.5, 23.4, 64.4, 61.3 4, 30, infogain, 1, bnet, Y, 1207, 666, 1185, 2185, 64.7, 76.6, 49.5, 64.8, 61.3 4, 30, infogain, 1, rbfnet, N, 2150, 1373, 701, 1019, 60.4, 42.6, 24.6, 59.2, 55.8 4, 30, infogain, 1, rbfnet, Y, 1019, 701, 1373, 2150, 60.4, 75.4, 57.4, 61.0, 55.8 4, 30, infogain, 2, nb, N, 3490, 954, 1312, 986, 66.4, 50.8, 27.3, 42.9, 60.2 4, 30, infogain, 2, nb, Y, 986, 1312, 954, 3490, 66.4, 72.7, 49.2, 78.5, 60.2 4, 30, infogain, 2, j48, N, 4802, 1940, 0, 0, 71.2, 0.0, 0.0, 0.0, 29.3 4, 30, infogain, 2, j48, Y, 0, 0, 1940, 4802, 71.2, 100.0, 100.0, 71.2, 29.3 4, 30, infogain, 2, zeror, N, 4802, 1940, 0, 0, 71.2, 0.0, 0.0, 0.0, 29.3 4, 30, infogain, 2, zeror, Y, 0, 0, 1940, 4802, 71.2, 100.0, 100.0, 71.2, 29.3 4, 30, infogain, 2, oner, N, 4657, 1803, 145, 137, 71.1, 7.1, 3.0, 48.6, 34.2 4, 30, infogain, 2, oner, Y, 137, 145, 1803, 4657, 71.1, 97.0, 92.9, 72.1, 34.2 4, 30, infogain, 2, adtree, N, 4550, 1596, 252, 344, 72.6, 17.7, 5.2, 57.7, 41.7 4, 30, infogain, 2, adtree, Y, 344, 252, 1596, 4550, 72.6, 94.8, 82.3, 74.0, 41.7 4, 30, infogain, 2, bnet, N, 4356, 1426, 446, 514, 72.2, 26.5, 9.3, 53.5, 47.6 4, 30, infogain, 2, bnet, Y, 514, 446, 1426, 4356, 72.2, 90.7, 73.5, 75.3, 47.6 4, 30, infogain, 2, rbfnet, N, 4802, 1940, 0, 0, 71.2, 0.0, 0.0, 0.0, 29.3 4, 30, infogain, 2, rbfnet, Y, 0, 0, 1940, 4802, 71.2, 100.0, 100.0, 71.2, 29.3 4, 30, infogain, 3, nb, N, 3590, 1035, 1209, 909, 66.7, 46.8, 25.2, 42.9, 58.4 4, 30, infogain, 3, nb, Y, 909, 1209, 1035, 3590, 66.7, 74.8, 53.2, 77.6, 58.4 4, 30, infogain, 3, j48, N, 4799, 1944, 0, 0, 71.2, 0.0, 0.0, 0.0, 29.3 4, 30, infogain, 3, j48, Y, 0, 0, 1944, 4799, 71.2, 100.0, 100.0, 71.2, 29.3 4, 30, infogain, 3, zeror, N, 4799, 1944, 0, 0, 71.2, 0.0, 0.0, 0.0, 29.3 4, 30, infogain, 3, zeror, Y, 0, 0, 1944, 4799, 71.2, 100.0, 100.0, 71.2, 29.3 4, 30, infogain, 3, oner, N, 4664, 1842, 135, 102, 70.7, 5.2, 2.8, 43.0, 33.0 4, 30, infogain, 3, oner, Y, 102, 135, 1842, 4664, 70.7, 97.2, 94.8, 71.7, 33.0 4, 30, infogain, 3, adtree, N, 4425, 1485, 374, 459, 72.4, 23.6, 7.8, 55.1, 45.7 4, 30, infogain, 3, adtree, Y, 459, 374, 1485, 4425, 72.4, 92.2, 76.4, 74.9, 45.7 4, 30, infogain, 3, bnet, N, 4333, 1469, 466, 475, 71.3, 24.4, 9.7, 50.5, 46.1 4, 30, infogain, 3, bnet, Y, 475, 466, 1469, 4333, 71.3, 90.3, 75.6, 74.7, 46.1 4, 30, infogain, 3, rbfnet, N, 4799, 1944, 0, 0, 71.2, 0.0, 0.0, 0.0, 29.3 4, 30, infogain, 3, rbfnet, Y, 0, 0, 1944, 4799, 71.2, 100.0, 100.0, 71.2, 29.3 4, 30, infogain, 5, nb, N, 2663, 1333, 682, 918, 64.0, 40.8, 20.4, 57.4, 55.7 4, 30, infogain, 5, nb, Y, 918, 682, 1333, 2663, 64.0, 79.6, 59.2, 66.6, 55.7 4, 30, infogain, 5, j48, N, 2723, 1506, 622, 745, 62.0, 33.1, 18.6, 54.5, 50.9 4, 30, infogain, 5, j48, Y, 745, 622, 1506, 2723, 62.0, 81.4, 66.9, 64.4, 50.9 4, 30, infogain, 5, zeror, N, 3345, 2251, 0, 0, 59.8, 0.0, 0.0, 0.0, 29.3 4, 30, infogain, 5, zeror, Y, 0, 0, 2251, 3345, 59.8, 100.0, 100.0, 59.8, 29.3 4, 30, infogain, 5, oner, N, 2128, 831, 1217, 1420, 63.4, 63.1, 36.4, 53.8, 63.3 4, 30, infogain, 5, oner, Y, 1420, 1217, 831, 2128, 63.4, 63.6, 36.9, 71.9, 63.3 4, 30, infogain, 5, adtree, N, 2882, 1432, 463, 819, 66.1, 36.4, 13.8, 63.9, 54.0 4, 30, infogain, 5, adtree, Y, 819, 463, 1432, 2882, 66.1, 86.2, 63.6, 66.8, 54.0 4, 30, infogain, 5, bnet, N, 2818, 1475, 527, 776, 64.2, 34.5, 15.8, 59.6, 52.3 4, 30, infogain, 5, bnet, Y, 776, 527, 1475, 2818, 64.2, 84.2, 65.5, 65.6, 52.3 4, 30, infogain, 5, rbfnet, N, 2834, 1586, 511, 665, 62.5, 29.5, 15.3, 56.5, 49.0 4, 30, infogain, 5, rbfnet, Y, 665, 511, 1586, 2834, 62.5, 84.7, 70.5, 64.1, 49.0 4, 30, chisquared, 1, nb, N, 2309, 1328, 572, 1034, 63.8, 43.8, 19.9, 64.4, 57.8 4, 30, chisquared, 1, nb, Y, 1034, 572, 1328, 2309, 63.8, 80.1, 56.2, 63.5, 57.8 4, 30, chisquared, 1, j48, N, 2027, 1162, 854, 1200, 61.5, 50.8, 29.6, 58.4, 59.4 4, 30, chisquared, 1, j48, Y, 1200, 854, 1162, 2027, 61.5, 70.4, 49.2, 63.6, 59.4 4, 30, chisquared, 1, zeror, N, 2881, 2362, 0, 0, 54.9, 0.0, 0.0, 0.0, 29.3 4, 30, chisquared, 1, zeror, Y, 0, 0, 2362, 2881, 54.9, 100.0, 100.0, 54.9, 29.3 4, 30, chisquared, 1, oner, N, 1679, 865, 1202, 1497, 60.6, 63.4, 41.7, 55.5, 60.7 4, 30, chisquared, 1, oner, Y, 1497, 1202, 865, 1679, 60.6, 58.3, 36.6, 66.0, 60.7 4, 30, chisquared, 1, adtree, N, 2255, 1081, 626, 1281, 67.4, 54.2, 21.7, 67.2, 64.2 4, 30, chisquared, 1, adtree, Y, 1281, 626, 1081, 2255, 67.4, 78.3, 45.8, 67.6, 64.2 4, 30, chisquared, 1, bnet, N, 2265, 1125, 616, 1237, 66.8, 52.4, 21.4, 66.8, 63.1 4, 30, chisquared, 1, bnet, Y, 1237, 616, 1125, 2265, 66.8, 78.6, 47.6, 66.8, 63.1 4, 30, chisquared, 1, rbfnet, N, 2020, 1240, 861, 1122, 59.9, 47.5, 29.9, 56.6, 57.3 4, 30, chisquared, 1, rbfnet, Y, 1122, 861, 1240, 2020, 59.9, 70.1, 52.5, 62.0, 57.3 4, 30, chisquared, 2, nb, N, 3727, 1109, 1035, 871, 68.2, 44.0, 21.7, 45.7, 57.5 4, 30, chisquared, 2, nb, Y, 871, 1035, 1109, 3727, 68.2, 78.3, 56.0, 77.1, 57.5 4, 30, chisquared, 2, j48, N, 4762, 1980, 0, 0, 70.6, 0.0, 0.0, 0.0, 29.3 4, 30, chisquared, 2, j48, Y, 0, 0, 1980, 4762, 70.6, 100.0, 100.0, 70.6, 29.3 4, 30, chisquared, 2, zeror, N, 4762, 1980, 0, 0, 70.6, 0.0, 0.0, 0.0, 29.3 4, 30, chisquared, 2, zeror, Y, 0, 0, 1980, 4762, 70.6, 100.0, 100.0, 70.6, 29.3 4, 30, chisquared, 2, oner, N, 4638, 1854, 124, 126, 70.7, 6.4, 2.6, 50.4, 33.8 4, 30, chisquared, 2, oner, Y, 126, 124, 1854, 4638, 70.7, 97.4, 93.6, 71.4, 33.8 4, 30, chisquared, 2, adtree, N, 4536, 1626, 226, 354, 72.5, 17.9, 4.7, 61.0, 41.8 4, 30, chisquared, 2, adtree, Y, 354, 226, 1626, 4536, 72.5, 95.3, 82.1, 73.6, 41.8 4, 30, chisquared, 2, bnet, N, 4338, 1450, 424, 530, 72.2, 26.8, 8.9, 55.6, 47.8 4, 30, chisquared, 2, bnet, Y, 530, 424, 1450, 4338, 72.2, 91.1, 73.2, 74.9, 47.8 4, 30, chisquared, 2, rbfnet, N, 4762, 1980, 0, 0, 70.6, 0.0, 0.0, 0.0, 29.3 4, 30, chisquared, 2, rbfnet, Y, 0, 0, 1980, 4762, 70.6, 100.0, 100.0, 70.6, 29.3 4, 30, chisquared, 3, nb, N, 2892, 1405, 739, 947, 64.2, 40.3, 20.4, 56.2, 55.4 4, 30, chisquared, 3, nb, Y, 947, 739, 1405, 2892, 64.2, 79.6, 59.7, 67.3, 55.4 4, 30, chisquared, 3, j48, N, 2951, 1557, 680, 795, 62.6, 33.8, 18.7, 53.9, 51.4 4, 30, chisquared, 3, j48, Y, 795, 680, 1557, 2951, 62.6, 81.3, 66.2, 65.5, 51.4 4, 30, chisquared, 3, zeror, N, 3631, 2352, 0, 0, 60.7, 0.0, 0.0, 0.0, 29.3 4, 30, chisquared, 3, zeror, Y, 0, 0, 2352, 3631, 60.7, 100.0, 100.0, 60.7, 29.3 4, 30, chisquared, 3, oner, N, 2347, 898, 1284, 1454, 63.5, 61.8, 35.4, 53.1, 63.2 4, 30, chisquared, 3, oner, Y, 1454, 1284, 898, 2347, 63.5, 64.6, 38.2, 72.3, 63.2 4, 30, chisquared, 3, adtree, N, 2874, 1204, 757, 1148, 67.2, 48.8, 20.8, 60.3, 60.9 4, 30, chisquared, 3, adtree, Y, 1148, 757, 1204, 2874, 67.2, 79.2, 51.2, 70.5, 60.9 4, 30, chisquared, 3, bnet, N, 3023, 1553, 608, 799, 63.9, 34.0, 16.7, 56.8, 51.8 4, 30, chisquared, 3, bnet, Y, 799, 608, 1553, 3023, 63.9, 83.3, 66.0, 66.1, 51.8 4, 30, chisquared, 3, rbfnet, N, 3020, 1693, 611, 659, 61.5, 28.0, 16.8, 51.9, 47.7 4, 30, chisquared, 3, rbfnet, Y, 659, 611, 1693, 3020, 61.5, 83.2, 72.0, 64.1, 47.7 4, 30, chisquared, 4, nb, N, 2907, 1388, 767, 920, 64.0, 39.9, 20.9, 54.5, 55.0 4, 30, chisquared, 4, nb, Y, 920, 767, 1388, 2907, 64.0, 79.1, 60.1, 67.7, 55.0 4, 30, chisquared, 4, j48, N, 2951, 1544, 723, 764, 62.1, 33.1, 19.7, 51.4, 50.7 4, 30, chisquared, 4, j48, Y, 764, 723, 1544, 2951, 62.1, 80.3, 66.9, 65.7, 50.7 4, 30, chisquared, 4, zeror, N, 3674, 2308, 0, 0, 61.4, 0.0, 0.0, 0.0, 29.3 4, 30, chisquared, 4, zeror, Y, 0, 0, 2308, 3674, 61.4, 100.0, 100.0, 61.4, 29.3 4, 30, chisquared, 4, oner, N, 2329, 880, 1345, 1428, 62.8, 61.9, 36.6, 51.5, 62.6 4, 30, chisquared, 4, oner, Y, 1428, 1345, 880, 2329, 62.8, 63.4, 38.1, 72.6, 62.6 4, 30, chisquared, 4, adtree, N, 2828, 1099, 846, 1209, 67.5, 52.4, 23.0, 58.8, 62.6 4, 30, chisquared, 4, adtree, Y, 1209, 846, 1099, 2828, 67.5, 77.0, 47.6, 72.0, 62.6 4, 30, chisquared, 4, bnet, N, 3031, 1402, 643, 906, 65.8, 39.3, 17.5, 58.5, 55.3 4, 30, chisquared, 4, bnet, Y, 906, 643, 1402, 3031, 65.8, 82.5, 60.7, 68.4, 55.3 4, 30, chisquared, 4, rbfnet, N, 3036, 1684, 638, 624, 61.2, 27.0, 17.4, 49.4, 47.0 4, 30, chisquared, 4, rbfnet, Y, 624, 638, 1684, 3036, 61.2, 82.6, 73.0, 64.3, 47.0 4, 30, chisquared, 5, nb, N, 2643, 1320, 702, 890, 63.6, 40.3, 21.0, 55.9, 55.2 4, 30, chisquared, 5, nb, Y, 890, 702, 1320, 2643, 63.6, 79.0, 59.7, 66.7, 55.2 4, 30, chisquared, 5, j48, N, 2762, 1497, 583, 713, 62.6, 32.3, 17.4, 55.0, 50.5 4, 30, chisquared, 5, j48, Y, 713, 583, 1497, 2762, 62.6, 82.6, 67.7, 64.9, 50.5 4, 30, chisquared, 5, zeror, N, 3345, 2210, 0, 0, 60.2, 0.0, 0.0, 0.0, 29.3 4, 30, chisquared, 5, zeror, Y, 0, 0, 2210, 3345, 60.2, 100.0, 100.0, 60.2, 29.3 4, 30, chisquared, 5, oner, N, 2150, 877, 1195, 1333, 62.7, 60.3, 35.7, 52.7, 62.2 4, 30, chisquared, 5, oner, Y, 1333, 1195, 877, 2150, 62.7, 64.3, 39.7, 71.0, 62.2 4, 30, chisquared, 5, adtree, N, 2674, 1092, 671, 1118, 68.3, 50.6, 20.1, 62.5, 62.3 4, 30, chisquared, 5, adtree, Y, 1118, 671, 1092, 2674, 68.3, 79.9, 49.4, 71.0, 62.3 4, 30, chisquared, 5, bnet, N, 2757, 1386, 588, 824, 64.5, 37.3, 17.6, 58.4, 53.9 4, 30, chisquared, 5, bnet, Y, 824, 588, 1386, 2757, 64.5, 82.4, 62.7, 66.5, 53.9 4, 30, chisquared, 5, rbfnet, N, 2643, 1556, 702, 654, 59.4, 29.6, 21.0, 48.2, 48.0 4, 30, chisquared, 5, rbfnet, Y, 654, 702, 1556, 2643, 59.4, 79.0, 70.4, 62.9, 48.0 4, 30, oneR, 2, nb, N, 3573, 1034, 1208, 927, 66.7, 47.3, 25.3, 43.4, 58.7 4, 30, oneR, 2, nb, Y, 927, 1208, 1034, 3573, 66.7, 74.7, 52.7, 77.6, 58.7 4, 30, oneR, 2, j48, N, 4781, 1961, 0, 0, 70.9, 0.0, 0.0, 0.0, 29.3 4, 30, oneR, 2, j48, Y, 0, 0, 1961, 4781, 70.9, 100.0, 100.0, 70.9, 29.3 4, 30, oneR, 2, zeror, N, 4781, 1961, 0, 0, 70.9, 0.0, 0.0, 0.0, 29.3 4, 30, oneR, 2, zeror, Y, 0, 0, 1961, 4781, 70.9, 100.0, 100.0, 70.9, 29.3 4, 30, oneR, 2, oner, N, 4615, 1834, 166, 127, 70.3, 6.5, 3.5, 43.3, 33.8 4, 30, oneR, 2, oner, Y, 127, 166, 1834, 4615, 70.3, 96.5, 93.5, 71.6, 33.8 4, 30, oneR, 2, adtree, N, 4537, 1638, 244, 323, 72.1, 16.5, 5.1, 57.0, 40.8 4, 30, oneR, 2, adtree, Y, 323, 244, 1638, 4537, 72.1, 94.9, 83.5, 73.5, 40.8 4, 30, oneR, 2, bnet, N, 4319, 1435, 462, 526, 71.9, 26.8, 9.7, 53.2, 47.8 4, 30, oneR, 2, bnet, Y, 526, 462, 1435, 4319, 71.9, 90.3, 73.2, 75.1, 47.8 4, 30, oneR, 2, rbfnet, N, 4425, 1649, 356, 312, 70.3, 15.9, 7.4, 46.7, 40.3 4, 30, oneR, 2, rbfnet, Y, 312, 356, 1649, 4425, 70.3, 92.6, 84.1, 72.9, 40.3 4, 30, oneR, 3, nb, N, 3671, 1066, 1120, 886, 67.6, 45.4, 23.4, 44.2, 58.0 4, 30, oneR, 3, nb, Y, 886, 1120, 1066, 3671, 67.6, 76.6, 54.6, 77.5, 58.0 4, 30, oneR, 3, j48, N, 4791, 1952, 0, 0, 71.1, 0.0, 0.0, 0.0, 29.3 4, 30, oneR, 3, j48, Y, 0, 0, 1952, 4791, 71.1, 100.0, 100.0, 71.1, 29.3 4, 30, oneR, 3, zeror, N, 4791, 1952, 0, 0, 71.1, 0.0, 0.0, 0.0, 29.3 4, 30, oneR, 3, zeror, Y, 0, 0, 1952, 4791, 71.1, 100.0, 100.0, 71.1, 29.3 4, 30, oneR, 3, oner, N, 4638, 1812, 153, 140, 70.9, 7.2, 3.2, 47.8, 34.3 4, 30, oneR, 3, oner, Y, 140, 153, 1812, 4638, 70.9, 96.8, 92.8, 71.9, 34.3 4, 30, oneR, 3, adtree, N, 4530, 1556, 261, 396, 73.1, 20.3, 5.4, 60.3, 43.5 4, 30, oneR, 3, adtree, Y, 396, 261, 1556, 4530, 73.1, 94.6, 79.7, 74.4, 43.5 4, 30, oneR, 3, bnet, N, 4353, 1396, 438, 556, 72.8, 28.5, 9.1, 55.9, 49.0 4, 30, oneR, 3, bnet, Y, 556, 438, 1396, 4353, 72.8, 90.9, 71.5, 75.7, 49.0 4, 30, oneR, 3, rbfnet, N, 4791, 1952, 0, 0, 71.1, 0.0, 0.0, 0.0, 29.3 4, 30, oneR, 3, rbfnet, Y, 0, 0, 1952, 4791, 71.1, 100.0, 100.0, 71.1, 29.3 4, 30, oneR, 4, nb, N, 3685, 1056, 1133, 868, 67.5, 45.1, 23.5, 43.4, 57.8 4, 30, oneR, 4, nb, Y, 868, 1133, 1056, 3685, 67.5, 76.5, 54.9, 77.7, 57.8 4, 30, oneR, 4, j48, N, 4737, 1827, 81, 97, 71.7, 5.0, 1.7, 54.5, 32.8 4, 30, oneR, 4, j48, Y, 97, 81, 1827, 4737, 71.7, 98.3, 95.0, 72.2, 32.8 4, 30, oneR, 4, zeror, N, 4818, 1924, 0, 0, 71.5, 0.0, 0.0, 0.0, 29.3 4, 30, oneR, 4, zeror, Y, 0, 0, 1924, 4818, 71.5, 100.0, 100.0, 71.5, 29.3 4, 30, oneR, 4, oner, N, 4655, 1800, 163, 124, 70.9, 6.4, 3.4, 43.2, 33.8 4, 30, oneR, 4, oner, Y, 124, 163, 1800, 4655, 70.9, 96.6, 93.6, 72.1, 33.8 4, 30, oneR, 4, adtree, N, 4531, 1563, 287, 361, 72.6, 18.8, 6.0, 55.7, 42.4 4, 30, oneR, 4, adtree, Y, 361, 287, 1563, 4531, 72.6, 94.0, 81.2, 74.4, 42.4 4, 30, oneR, 4, bnet, N, 4322, 1380, 496, 544, 72.2, 28.3, 10.3, 52.3, 48.8 4, 30, oneR, 4, bnet, Y, 544, 496, 1380, 4322, 72.2, 89.7, 71.7, 75.8, 48.8 4, 30, oneR, 4, rbfnet, N, 4639, 1753, 179, 171, 71.3, 8.9, 3.7, 48.9, 35.5 4, 30, oneR, 4, rbfnet, Y, 171, 179, 1753, 4639, 71.3, 96.3, 91.1, 72.6, 35.5 4, 30, oneR, 5, nb, N, 3232, 884, 1202, 925, 66.6, 51.1, 27.1, 43.5, 60.5 4, 30, oneR, 5, nb, Y, 925, 1202, 884, 3232, 66.6, 72.9, 48.9, 78.5, 60.5 4, 30, oneR, 5, j48, N, 4434, 1809, 0, 0, 71.0, 0.0, 0.0, 0.0, 29.3 4, 30, oneR, 5, j48, Y, 0, 0, 1809, 4434, 71.0, 100.0, 100.0, 71.0, 29.3 4, 30, oneR, 5, zeror, N, 4434, 1809, 0, 0, 71.0, 0.0, 0.0, 0.0, 29.3 4, 30, oneR, 5, zeror, Y, 0, 0, 1809, 4434, 71.0, 100.0, 100.0, 71.0, 29.3 4, 30, oneR, 5, oner, N, 4276, 1706, 158, 103, 70.1, 5.7, 3.6, 39.5, 33.3 4, 30, oneR, 5, oner, Y, 103, 158, 1706, 4276, 70.1, 96.4, 94.3, 71.5, 33.3 4, 30, oneR, 5, adtree, N, 4102, 1399, 332, 410, 72.3, 22.7, 7.5, 55.3, 45.1 4, 30, oneR, 5, adtree, Y, 410, 332, 1399, 4102, 72.3, 92.5, 77.3, 74.6, 45.1 4, 30, oneR, 5, bnet, N, 4058, 1344, 376, 465, 72.4, 25.7, 8.5, 55.3, 47.1 4, 30, oneR, 5, bnet, Y, 465, 376, 1344, 4058, 72.4, 91.5, 74.3, 75.1, 47.1 4, 30, oneR, 5, rbfnet, N, 4434, 1809, 0, 0, 71.0, 0.0, 0.0, 0.0, 29.3 4, 30, oneR, 5, rbfnet, Y, 0, 0, 1809, 4434, 71.0, 100.0, 100.0, 71.0, 29.3 4, 35, cfs, 1, nb, N, 2386, 1424, 479, 954, 63.7, 40.1, 16.7, 66.6, 56.0 4, 35, cfs, 1, nb, Y, 954, 479, 1424, 2386, 63.7, 83.3, 59.9, 62.6, 56.0 4, 35, cfs, 1, j48, N, 2013, 1165, 852, 1213, 61.5, 51.0, 29.7, 58.7, 59.5 4, 35, cfs, 1, j48, Y, 1213, 852, 1165, 2013, 61.5, 70.3, 49.0, 63.3, 59.5 4, 35, cfs, 1, zeror, N, 2865, 2378, 0, 0, 54.6, 0.0, 0.0, 0.0, 29.3 4, 35, cfs, 1, zeror, Y, 0, 0, 2378, 2865, 54.6, 100.0, 100.0, 54.6, 29.3 4, 35, cfs, 1, oner, N, 1750, 896, 1115, 1482, 61.6, 62.3, 38.9, 57.1, 61.7 4, 35, cfs, 1, oner, Y, 1482, 1115, 896, 1750, 61.6, 61.1, 37.7, 66.1, 61.7 4, 35, cfs, 1, adtree, N, 2103, 957, 762, 1421, 67.2, 59.8, 26.6, 65.1, 65.9 4, 35, cfs, 1, adtree, Y, 1421, 762, 957, 2103, 67.2, 73.4, 40.2, 68.7, 65.9 4, 35, cfs, 1, bnet, N, 2150, 1062, 715, 1316, 66.1, 55.3, 25.0, 64.8, 63.8 4, 35, cfs, 1, bnet, Y, 1316, 715, 1062, 2150, 66.1, 75.0, 44.7, 66.9, 63.8 4, 35, cfs, 1, rbfnet, N, 2236, 1280, 629, 1098, 63.6, 46.2, 22.0, 63.6, 58.9 4, 35, cfs, 1, rbfnet, Y, 1098, 629, 1280, 2236, 63.6, 78.0, 53.8, 63.6, 58.9 4, 35, cfs, 2, nb, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 4, 35, cfs, 2, nb, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 4, 35, cfs, 2, j48, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 4, 35, cfs, 2, j48, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 4, 35, cfs, 2, zeror, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 4, 35, cfs, 2, zeror, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 4, 35, cfs, 2, oner, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 4, 35, cfs, 2, oner, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 4, 35, cfs, 2, adtree, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 4, 35, cfs, 2, adtree, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 4, 35, cfs, 2, bnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 4, 35, cfs, 2, bnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 4, 35, cfs, 2, rbfnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 4, 35, cfs, 2, rbfnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 4, 35, cfs, 3, nb, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 4, 35, cfs, 3, nb, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 4, 35, cfs, 3, j48, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 4, 35, cfs, 3, j48, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 4, 35, cfs, 3, zeror, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 4, 35, cfs, 3, zeror, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 4, 35, cfs, 3, oner, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 4, 35, cfs, 3, oner, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 4, 35, cfs, 3, adtree, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 4, 35, cfs, 3, adtree, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 4, 35, cfs, 3, bnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 4, 35, cfs, 3, bnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 4, 35, cfs, 3, rbfnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 4, 35, cfs, 3, rbfnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 4, 35, cfs, 4, nb, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 4, 35, cfs, 4, nb, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 4, 35, cfs, 4, j48, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 4, 35, cfs, 4, j48, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 4, 35, cfs, 4, zeror, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 4, 35, cfs, 4, zeror, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 4, 35, cfs, 4, oner, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 4, 35, cfs, 4, oner, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 4, 35, cfs, 4, adtree, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 4, 35, cfs, 4, adtree, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 4, 35, cfs, 4, bnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 4, 35, cfs, 4, bnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 4, 35, cfs, 4, rbfnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 4, 35, cfs, 4, rbfnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 4, 35, infogain, 1, nb, N, 2316, 1388, 552, 987, 63.0, 41.6, 19.2, 64.1, 56.5 4, 35, infogain, 1, nb, Y, 987, 552, 1388, 2316, 63.0, 80.8, 58.4, 62.5, 56.5 4, 35, infogain, 1, j48, N, 2106, 1313, 762, 1062, 60.4, 44.7, 26.6, 58.2, 56.6 4, 35, infogain, 1, j48, Y, 1062, 762, 1313, 2106, 60.4, 73.4, 55.3, 61.6, 56.6 4, 35, infogain, 1, zeror, N, 2868, 2375, 0, 0, 54.7, 0.0, 0.0, 0.0, 29.3 4, 35, infogain, 1, zeror, Y, 0, 0, 2375, 2868, 54.7, 100.0, 100.0, 54.7, 29.3 4, 35, infogain, 1, oner, N, 1651, 881, 1217, 1494, 60.0, 62.9, 42.4, 55.1, 60.1 4, 35, infogain, 1, oner, Y, 1494, 1217, 881, 1651, 60.0, 57.6, 37.1, 65.2, 60.1 4, 35, infogain, 1, adtree, N, 2121, 975, 747, 1400, 67.2, 58.9, 26.0, 65.2, 65.6 4, 35, infogain, 1, adtree, Y, 1400, 747, 975, 2121, 67.2, 74.0, 41.1, 68.5, 65.6 4, 35, infogain, 1, bnet, N, 2167, 1150, 701, 1225, 64.7, 51.6, 24.4, 63.6, 61.6 4, 35, infogain, 1, bnet, Y, 1225, 701, 1150, 2167, 64.7, 75.6, 48.4, 65.3, 61.6 4, 35, infogain, 1, rbfnet, N, 2030, 1236, 838, 1139, 60.4, 48.0, 29.2, 57.6, 57.8 4, 35, infogain, 1, rbfnet, Y, 1139, 838, 1236, 2030, 60.4, 70.8, 52.0, 62.2, 57.8 4, 35, infogain, 2, nb, N, 3700, 1046, 1101, 895, 68.2, 46.1, 22.9, 44.8, 58.6 4, 35, infogain, 2, nb, Y, 895, 1101, 1046, 3700, 68.2, 77.1, 53.9, 78.0, 58.6 4, 35, infogain, 2, j48, N, 4727, 1876, 74, 65, 71.1, 3.3, 1.5, 46.8, 31.6 4, 35, infogain, 2, j48, Y, 65, 74, 1876, 4727, 71.1, 98.5, 96.7, 71.6, 31.6 4, 35, infogain, 2, zeror, N, 4801, 1941, 0, 0, 71.2, 0.0, 0.0, 0.0, 29.3 4, 35, infogain, 2, zeror, Y, 0, 0, 1941, 4801, 71.2, 100.0, 100.0, 71.2, 29.3 4, 35, infogain, 2, oner, N, 4676, 1836, 125, 105, 70.9, 5.4, 2.6, 45.7, 33.1 4, 35, infogain, 2, oner, Y, 105, 125, 1836, 4676, 70.9, 97.4, 94.6, 71.8, 33.1 4, 35, infogain, 2, adtree, N, 4511, 1588, 290, 353, 72.1, 18.2, 6.0, 54.9, 42.0 4, 35, infogain, 2, adtree, Y, 353, 290, 1588, 4511, 72.1, 94.0, 81.8, 74.0, 42.0 4, 35, infogain, 2, bnet, N, 4247, 1313, 554, 628, 72.3, 32.4, 11.5, 53.1, 51.5 4, 35, infogain, 2, bnet, Y, 628, 554, 1313, 4247, 72.3, 88.5, 67.6, 76.4, 51.5 4, 35, infogain, 2, rbfnet, N, 4801, 1941, 0, 0, 71.2, 0.0, 0.0, 0.0, 29.3 4, 35, infogain, 2, rbfnet, Y, 0, 0, 1941, 4801, 71.2, 100.0, 100.0, 71.2, 29.3 4, 35, infogain, 3, nb, N, 3424, 923, 1408, 988, 65.4, 51.7, 29.1, 41.2, 60.1 4, 35, infogain, 3, nb, Y, 988, 1408, 923, 3424, 65.4, 70.9, 48.3, 78.8, 60.1 4, 35, infogain, 3, j48, N, 4832, 1911, 0, 0, 71.7, 0.0, 0.0, 0.0, 29.3 4, 35, infogain, 3, j48, Y, 0, 0, 1911, 4832, 71.7, 100.0, 100.0, 71.7, 29.3 4, 35, infogain, 3, zeror, N, 4832, 1911, 0, 0, 71.7, 0.0, 0.0, 0.0, 29.3 4, 35, infogain, 3, zeror, Y, 0, 0, 1911, 4832, 71.7, 100.0, 100.0, 71.7, 29.3 4, 35, infogain, 3, oner, N, 4685, 1772, 147, 139, 71.5, 7.3, 3.0, 48.6, 34.4 4, 35, infogain, 3, oner, Y, 139, 147, 1772, 4685, 71.5, 97.0, 92.7, 72.6, 34.4 4, 35, infogain, 3, adtree, N, 4485, 1482, 347, 429, 72.9, 22.4, 7.2, 55.3, 44.9 4, 35, infogain, 3, adtree, Y, 429, 347, 1482, 4485, 72.9, 92.8, 77.6, 75.2, 44.9 4, 35, infogain, 3, bnet, N, 4291, 1289, 541, 622, 72.9, 32.5, 11.2, 53.5, 51.7 4, 35, infogain, 3, bnet, Y, 622, 541, 1289, 4291, 72.9, 88.8, 67.5, 76.9, 51.7 4, 35, infogain, 3, rbfnet, N, 4832, 1911, 0, 0, 71.7, 0.0, 0.0, 0.0, 29.3 4, 35, infogain, 3, rbfnet, Y, 0, 0, 1911, 4832, 71.7, 100.0, 100.0, 71.7, 29.3 4, 35, infogain, 4, nb, N, 3668, 1119, 1097, 858, 67.1, 43.4, 23.0, 43.9, 56.8 4, 35, infogain, 4, nb, Y, 858, 1097, 1119, 3668, 67.1, 77.0, 56.6, 76.6, 56.8 4, 35, infogain, 4, j48, N, 4681, 1918, 84, 59, 70.3, 3.0, 1.8, 41.3, 31.4 4, 35, infogain, 4, j48, Y, 59, 84, 1918, 4681, 70.3, 98.2, 97.0, 70.9, 31.4 4, 35, infogain, 4, zeror, N, 4765, 1977, 0, 0, 70.7, 0.0, 0.0, 0.0, 29.3 4, 35, infogain, 4, zeror, Y, 0, 0, 1977, 4765, 70.7, 100.0, 100.0, 70.7, 29.3 4, 35, infogain, 4, oner, N, 4593, 1853, 172, 124, 70.0, 6.3, 3.6, 41.9, 33.7 4, 35, infogain, 4, oner, Y, 124, 172, 1853, 4593, 70.0, 96.4, 93.7, 71.3, 33.7 4, 35, infogain, 4, adtree, N, 4474, 1583, 291, 394, 72.2, 19.9, 6.1, 57.5, 43.2 4, 35, infogain, 4, adtree, Y, 394, 291, 1583, 4474, 72.2, 93.9, 80.1, 73.9, 43.2 4, 35, infogain, 4, bnet, N, 4255, 1353, 510, 624, 72.4, 31.6, 10.7, 55.0, 51.0 4, 35, infogain, 4, bnet, Y, 624, 510, 1353, 4255, 72.4, 89.3, 68.4, 75.9, 51.0 4, 35, infogain, 4, rbfnet, N, 4311, 1520, 454, 457, 70.7, 23.1, 9.5, 50.2, 45.2 4, 35, infogain, 4, rbfnet, Y, 457, 454, 1520, 4311, 70.7, 90.5, 76.9, 73.9, 45.2 4, 35, infogain, 5, nb, N, 2681, 1320, 713, 869, 63.6, 39.7, 21.0, 54.9, 54.8 4, 35, infogain, 5, nb, Y, 869, 713, 1320, 2681, 63.6, 79.0, 60.3, 67.0, 54.8 4, 35, infogain, 5, j48, N, 2798, 1513, 596, 676, 62.2, 30.9, 17.6, 53.1, 49.6 4, 35, infogain, 5, j48, Y, 676, 596, 1513, 2798, 62.2, 82.4, 69.1, 64.9, 49.6 4, 35, infogain, 5, zeror, N, 3394, 2189, 0, 0, 60.8, 0.0, 0.0, 0.0, 29.3 4, 35, infogain, 5, zeror, Y, 0, 0, 2189, 3394, 60.8, 100.0, 100.0, 60.8, 29.3 4, 35, infogain, 5, oner, N, 2173, 846, 1221, 1343, 63.0, 61.4, 36.0, 52.4, 62.7 4, 35, infogain, 5, oner, Y, 1343, 1221, 846, 2173, 63.0, 64.0, 38.6, 72.0, 62.7 4, 35, infogain, 5, adtree, N, 2869, 1283, 525, 906, 67.6, 41.4, 15.5, 63.3, 57.1 4, 35, infogain, 5, adtree, Y, 906, 525, 1283, 2869, 67.6, 84.5, 58.6, 69.1, 57.1 4, 35, infogain, 5, bnet, N, 2883, 1449, 511, 740, 64.9, 33.8, 15.1, 59.2, 52.0 4, 35, infogain, 5, bnet, Y, 740, 511, 1449, 2883, 64.9, 84.9, 66.2, 66.6, 52.0 4, 35, infogain, 5, rbfnet, N, 2888, 1680, 506, 509, 60.8, 23.3, 14.9, 50.1, 44.7 4, 35, infogain, 5, rbfnet, Y, 509, 506, 1680, 2888, 60.8, 85.1, 76.7, 63.2, 44.7 4, 35, chisquared, 1, nb, N, 2221, 1289, 652, 1081, 63.0, 45.6, 22.7, 62.4, 58.3 4, 35, chisquared, 1, nb, Y, 1081, 652, 1289, 2221, 63.0, 77.3, 54.4, 63.3, 58.3 4, 35, chisquared, 1, j48, N, 2184, 1409, 689, 961, 60.0, 40.5, 24.0, 58.2, 54.7 4, 35, chisquared, 1, j48, Y, 961, 689, 1409, 2184, 60.0, 76.0, 59.5, 60.8, 54.7 4, 35, chisquared, 1, zeror, N, 2873, 2370, 0, 0, 54.8, 0.0, 0.0, 0.0, 29.3 4, 35, chisquared, 1, zeror, Y, 0, 0, 2370, 2873, 54.8, 100.0, 100.0, 54.8, 29.3 4, 35, chisquared, 1, oner, N, 1773, 853, 1100, 1517, 62.8, 64.0, 38.3, 58.0, 62.8 4, 35, chisquared, 1, oner, Y, 1517, 1100, 853, 1773, 62.8, 61.7, 36.0, 67.5, 62.8 4, 35, chisquared, 1, adtree, N, 2180, 1019, 693, 1351, 67.3, 57.0, 24.1, 66.1, 65.1 4, 35, chisquared, 1, adtree, Y, 1351, 693, 1019, 2180, 67.3, 75.9, 43.0, 68.1, 65.1 4, 35, chisquared, 1, bnet, N, 2188, 1159, 685, 1211, 64.8, 51.1, 23.8, 63.9, 61.5 4, 35, chisquared, 1, bnet, Y, 1211, 685, 1159, 2188, 64.8, 76.2, 48.9, 65.4, 61.5 4, 35, chisquared, 1, rbfnet, N, 2029, 1240, 844, 1130, 60.3, 47.7, 29.4, 57.2, 57.6 4, 35, chisquared, 1, rbfnet, Y, 1130, 844, 1240, 2029, 60.3, 70.6, 52.3, 62.1, 57.6 4, 35, chisquared, 2, nb, N, 2296, 1325, 568, 1054, 63.9, 44.3, 19.8, 65.0, 58.2 4, 35, chisquared, 2, nb, Y, 1054, 568, 1325, 2296, 63.9, 80.2, 55.7, 63.4, 58.2 4, 35, chisquared, 2, j48, N, 2020, 1184, 844, 1195, 61.3, 50.2, 29.5, 58.6, 59.1 4, 35, chisquared, 2, j48, Y, 1195, 844, 1184, 2020, 61.3, 70.5, 49.8, 63.0, 59.1 4, 35, chisquared, 2, zeror, N, 2864, 2379, 0, 0, 54.6, 0.0, 0.0, 0.0, 29.3 4, 35, chisquared, 2, zeror, Y, 0, 0, 2379, 2864, 54.6, 100.0, 100.0, 54.6, 29.3 4, 35, chisquared, 2, oner, N, 1738, 860, 1126, 1519, 62.1, 63.9, 39.3, 57.4, 62.2 4, 35, chisquared, 2, oner, Y, 1519, 1126, 860, 1738, 62.1, 60.7, 36.1, 66.9, 62.2 4, 35, chisquared, 2, adtree, N, 2106, 962, 758, 1417, 67.2, 59.6, 26.5, 65.1, 65.8 4, 35, chisquared, 2, adtree, Y, 1417, 758, 962, 2106, 67.2, 73.5, 40.4, 68.6, 65.8 4, 35, chisquared, 2, bnet, N, 2241, 1169, 623, 1210, 65.8, 50.9, 21.8, 66.0, 62.0 4, 35, chisquared, 2, bnet, Y, 1210, 623, 1169, 2241, 65.8, 78.2, 49.1, 65.7, 62.0 4, 35, chisquared, 2, rbfnet, N, 2147, 1191, 717, 1188, 63.6, 49.9, 25.0, 62.4, 60.4 4, 35, chisquared, 2, rbfnet, Y, 1188, 717, 1191, 2147, 63.6, 75.0, 50.1, 64.3, 60.4 4, 35, chisquared, 3, nb, N, 2253, 1383, 563, 1044, 62.9, 43.0, 20.0, 65.0, 57.3 4, 35, chisquared, 3, nb, Y, 1044, 563, 1383, 2253, 62.9, 80.0, 57.0, 62.0, 57.3 4, 35, chisquared, 3, j48, N, 1821, 1015, 995, 1412, 61.7, 58.2, 35.3, 58.7, 61.3 4, 35, chisquared, 3, j48, Y, 1412, 995, 1015, 1821, 61.7, 64.7, 41.8, 64.2, 61.3 4, 35, chisquared, 3, zeror, N, 2816, 2427, 0, 0, 53.7, 0.0, 0.0, 0.0, 29.3 4, 35, chisquared, 3, zeror, Y, 0, 0, 2427, 2816, 53.7, 100.0, 100.0, 53.7, 29.3 4, 35, chisquared, 3, oner, N, 1665, 896, 1151, 1531, 61.0, 63.1, 40.9, 57.1, 61.1 4, 35, chisquared, 3, oner, Y, 1531, 1151, 896, 1665, 61.0, 59.1, 36.9, 65.0, 61.1 4, 35, chisquared, 3, adtree, N, 2130, 1003, 686, 1424, 67.8, 58.7, 24.4, 67.5, 66.1 4, 35, chisquared, 3, adtree, Y, 1424, 686, 1003, 2130, 67.8, 75.6, 41.3, 68.0, 66.1 4, 35, chisquared, 3, bnet, N, 2183, 1163, 633, 1264, 65.7, 52.1, 22.5, 66.6, 62.6 4, 35, chisquared, 3, bnet, Y, 1264, 633, 1163, 2183, 65.7, 77.5, 47.9, 65.2, 62.6 4, 35, chisquared, 3, rbfnet, N, 2394, 1734, 422, 693, 58.9, 28.6, 15.0, 62.2, 48.4 4, 35, chisquared, 3, rbfnet, Y, 693, 422, 1734, 2394, 58.9, 85.0, 71.4, 58.0, 48.4 4, 35, oneR, 1, nb, N, 2299, 1346, 543, 1055, 64.0, 43.9, 19.1, 66.0, 58.1 4, 35, oneR, 1, nb, Y, 1055, 543, 1346, 2299, 64.0, 80.9, 56.1, 63.1, 58.1 4, 35, oneR, 1, j48, N, 2186, 1381, 656, 1020, 61.1, 42.5, 23.1, 60.9, 56.2 4, 35, oneR, 1, j48, Y, 1020, 656, 1381, 2186, 61.1, 76.9, 57.5, 61.3, 56.2 4, 35, oneR, 1, zeror, N, 2842, 2401, 0, 0, 54.2, 0.0, 0.0, 0.0, 29.3 4, 35, oneR, 1, zeror, Y, 0, 0, 2401, 2842, 54.2, 100.0, 100.0, 54.2, 29.3 4, 35, oneR, 1, oner, N, 1628, 900, 1214, 1501, 59.7, 62.5, 42.7, 55.3, 59.8 4, 35, oneR, 1, oner, Y, 1501, 1214, 900, 1628, 59.7, 57.3, 37.5, 64.4, 59.8 4, 35, oneR, 1, adtree, N, 2055, 924, 787, 1477, 67.4, 61.5, 27.7, 65.2, 66.5 4, 35, oneR, 1, adtree, Y, 1477, 787, 924, 2055, 67.4, 72.3, 38.5, 69.0, 66.5 4, 35, oneR, 1, bnet, N, 2022, 927, 820, 1474, 66.7, 61.4, 28.9, 64.3, 65.9 4, 35, oneR, 1, bnet, Y, 1474, 820, 927, 2022, 66.7, 71.1, 38.6, 68.6, 65.9 4, 35, oneR, 1, rbfnet, N, 2057, 1156, 785, 1245, 63.0, 51.9, 27.6, 61.3, 60.8 4, 35, oneR, 1, rbfnet, Y, 1245, 785, 1156, 2057, 63.0, 72.4, 48.1, 64.0, 60.8 4, 35, oneR, 3, nb, N, 4050, 1326, 739, 628, 69.4, 32.1, 15.4, 45.9, 50.8 4, 35, oneR, 3, nb, Y, 628, 739, 1326, 4050, 69.4, 84.6, 67.9, 75.3, 50.8 4, 35, oneR, 3, j48, N, 4789, 1954, 0, 0, 71.0, 0.0, 0.0, 0.0, 29.3 4, 35, oneR, 3, j48, Y, 0, 0, 1954, 4789, 71.0, 100.0, 100.0, 71.0, 29.3 4, 35, oneR, 3, zeror, N, 4789, 1954, 0, 0, 71.0, 0.0, 0.0, 0.0, 29.3 4, 35, oneR, 3, zeror, Y, 0, 0, 1954, 4789, 71.0, 100.0, 100.0, 71.0, 29.3 4, 35, oneR, 3, oner, N, 4622, 1837, 167, 117, 70.3, 6.0, 3.5, 41.2, 33.5 4, 35, oneR, 3, oner, Y, 117, 167, 1837, 4622, 70.3, 96.5, 94.0, 71.6, 33.5 4, 35, oneR, 3, adtree, N, 4733, 1883, 56, 71, 71.2, 3.6, 1.2, 55.9, 31.9 4, 35, oneR, 3, adtree, Y, 71, 56, 1883, 4733, 71.2, 98.8, 96.4, 71.5, 31.9 4, 35, oneR, 3, bnet, N, 4462, 1696, 327, 258, 70.0, 13.2, 6.8, 44.1, 38.4 4, 35, oneR, 3, bnet, Y, 258, 327, 1696, 4462, 70.0, 93.2, 86.8, 72.5, 38.4 4, 35, oneR, 3, rbfnet, N, 4312, 1571, 477, 383, 69.6, 19.6, 10.0, 44.5, 42.7 4, 35, oneR, 3, rbfnet, Y, 383, 477, 1571, 4312, 69.6, 90.0, 80.4, 73.3, 42.7 4, 35, oneR, 4, nb, N, 4003, 1346, 777, 616, 68.5, 31.4, 16.3, 44.2, 50.1 4, 35, oneR, 4, nb, Y, 616, 777, 1346, 4003, 68.5, 83.7, 68.6, 74.8, 50.1 4, 35, oneR, 4, j48, N, 4780, 1962, 0, 0, 70.9, 0.0, 0.0, 0.0, 29.3 4, 35, oneR, 4, j48, Y, 0, 0, 1962, 4780, 70.9, 100.0, 100.0, 70.9, 29.3 4, 35, oneR, 4, zeror, N, 4780, 1962, 0, 0, 70.9, 0.0, 0.0, 0.0, 29.3 4, 35, oneR, 4, zeror, Y, 0, 0, 1962, 4780, 70.9, 100.0, 100.0, 70.9, 29.3 4, 35, oneR, 4, oner, N, 4653, 1836, 127, 126, 70.9, 6.4, 2.7, 49.8, 33.8 4, 35, oneR, 4, oner, Y, 126, 127, 1836, 4653, 70.9, 97.3, 93.6, 71.7, 33.8 4, 35, oneR, 4, adtree, N, 4725, 1887, 55, 75, 71.2, 3.8, 1.2, 57.7, 32.0 4, 35, oneR, 4, adtree, Y, 75, 55, 1887, 4725, 71.2, 98.8, 96.2, 71.5, 32.0 4, 35, oneR, 4, bnet, N, 4501, 1693, 279, 269, 70.8, 13.7, 5.8, 49.1, 38.8 4, 35, oneR, 4, bnet, Y, 269, 279, 1693, 4501, 70.8, 94.2, 86.3, 72.7, 38.8 4, 35, oneR, 4, rbfnet, N, 4290, 1576, 490, 386, 69.4, 19.7, 10.3, 44.1, 42.7 4, 35, oneR, 4, rbfnet, Y, 386, 490, 1576, 4290, 69.4, 89.7, 80.3, 73.1, 42.7 4, 40, cfs, 1, nb, N, 2241, 1395, 590, 1017, 62.1, 42.2, 20.8, 63.3, 56.5 4, 40, cfs, 1, nb, Y, 1017, 590, 1395, 2241, 62.1, 79.2, 57.8, 61.6, 56.5 4, 40, cfs, 1, j48, N, 2215, 1469, 616, 943, 60.2, 39.1, 21.8, 60.5, 54.3 4, 40, cfs, 1, j48, Y, 943, 616, 1469, 2215, 60.2, 78.2, 60.9, 60.1, 54.3 4, 40, cfs, 1, zeror, N, 2831, 2412, 0, 0, 54.0, 0.0, 0.0, 0.0, 29.3 4, 40, cfs, 1, zeror, Y, 0, 0, 2412, 2831, 54.0, 100.0, 100.0, 54.0, 29.3 4, 40, cfs, 1, oner, N, 1689, 916, 1142, 1496, 60.7, 62.0, 40.3, 56.7, 60.8 4, 40, cfs, 1, oner, Y, 1496, 1142, 916, 1689, 60.7, 59.7, 38.0, 64.8, 60.8 4, 40, cfs, 1, adtree, N, 2075, 992, 756, 1420, 66.7, 58.9, 26.7, 65.3, 65.3 4, 40, cfs, 1, adtree, Y, 1420, 756, 992, 2075, 66.7, 73.3, 41.1, 67.7, 65.3 4, 40, cfs, 1, bnet, N, 2103, 1063, 728, 1349, 65.8, 55.9, 25.7, 64.9, 63.9 4, 40, cfs, 1, bnet, Y, 1349, 728, 1063, 2103, 65.8, 74.3, 44.1, 66.4, 63.9 4, 40, cfs, 1, rbfnet, N, 2081, 1249, 750, 1163, 61.9, 48.2, 26.5, 60.8, 58.9 4, 40, cfs, 1, rbfnet, Y, 1163, 750, 1249, 2081, 61.9, 73.5, 51.8, 62.5, 58.9 4, 40, cfs, 2, nb, N, 2267, 1346, 609, 1021, 62.7, 43.1, 21.2, 62.6, 57.1 4, 40, cfs, 2, nb, Y, 1021, 609, 1346, 2267, 62.7, 78.8, 56.9, 62.7, 57.1 4, 40, cfs, 2, j48, N, 2142, 1272, 734, 1095, 61.7, 46.3, 25.5, 59.9, 57.9 4, 40, cfs, 2, j48, Y, 1095, 734, 1272, 2142, 61.7, 74.5, 53.7, 62.7, 57.9 4, 40, cfs, 2, zeror, N, 2876, 2367, 0, 0, 54.9, 0.0, 0.0, 0.0, 29.3 4, 40, cfs, 2, zeror, Y, 0, 0, 2367, 2876, 54.9, 100.0, 100.0, 54.9, 29.3 4, 40, cfs, 2, oner, N, 1688, 870, 1188, 1497, 60.7, 63.2, 41.3, 55.8, 60.9 4, 40, cfs, 2, oner, Y, 1497, 1188, 870, 1688, 60.7, 58.7, 36.8, 66.0, 60.9 4, 40, cfs, 2, adtree, N, 2074, 932, 802, 1435, 66.9, 60.6, 27.9, 64.1, 65.9 4, 40, cfs, 2, adtree, Y, 1435, 802, 932, 2074, 66.9, 72.1, 39.4, 69.0, 65.9 4, 40, cfs, 2, bnet, N, 2146, 1021, 730, 1346, 66.6, 56.9, 25.4, 64.8, 64.6 4, 40, cfs, 2, bnet, Y, 1346, 730, 1021, 2146, 66.6, 74.6, 43.1, 67.8, 64.6 4, 40, cfs, 2, rbfnet, N, 2065, 1064, 811, 1303, 64.2, 55.0, 28.2, 61.6, 62.5 4, 40, cfs, 2, rbfnet, Y, 1303, 811, 1064, 2065, 64.2, 71.8, 45.0, 66.0, 62.5 4, 40, cfs, 3, nb, N, 2257, 1352, 587, 1047, 63.0, 43.6, 20.6, 64.1, 57.6 4, 40, cfs, 3, nb, Y, 1047, 587, 1352, 2257, 63.0, 79.4, 56.4, 62.5, 57.6 4, 40, cfs, 3, j48, N, 2315, 1486, 529, 913, 61.6, 38.1, 18.6, 63.3, 54.3 4, 40, cfs, 3, j48, Y, 913, 529, 1486, 2315, 61.6, 81.4, 61.9, 60.9, 54.3 4, 40, cfs, 3, zeror, N, 2844, 2399, 0, 0, 54.2, 0.0, 0.0, 0.0, 29.3 4, 40, cfs, 3, zeror, Y, 0, 0, 2399, 2844, 54.2, 100.0, 100.0, 54.2, 29.3 4, 40, cfs, 3, oner, N, 1674, 882, 1170, 1517, 60.9, 63.2, 41.1, 56.5, 61.0 4, 40, cfs, 3, oner, Y, 1517, 1170, 882, 1674, 60.9, 58.9, 36.8, 65.5, 61.0 4, 40, cfs, 3, adtree, N, 2195, 1043, 649, 1356, 67.7, 56.5, 22.8, 67.6, 65.3 4, 40, cfs, 3, adtree, Y, 1356, 649, 1043, 2195, 67.7, 77.2, 43.5, 67.8, 65.3 4, 40, cfs, 3, bnet, N, 2115, 1054, 729, 1345, 66.0, 56.1, 25.6, 64.9, 64.0 4, 40, cfs, 3, bnet, Y, 1345, 729, 1054, 2115, 66.0, 74.4, 43.9, 66.7, 64.0 4, 40, cfs, 3, rbfnet, N, 2163, 1194, 681, 1205, 64.2, 50.2, 23.9, 63.9, 60.9 4, 40, cfs, 3, rbfnet, Y, 1205, 681, 1194, 2163, 64.2, 76.1, 49.8, 64.4, 60.9 4, 40, cfs, 4, nb, N, 2309, 1336, 580, 1018, 63.5, 43.2, 20.1, 63.7, 57.4 4, 40, cfs, 4, nb, Y, 1018, 580, 1336, 2309, 63.5, 79.9, 56.8, 63.3, 57.4 4, 40, cfs, 4, j48, N, 2228, 1398, 661, 956, 60.7, 40.6, 22.9, 59.1, 55.0 4, 40, cfs, 4, j48, Y, 956, 661, 1398, 2228, 60.7, 77.1, 59.4, 61.4, 55.0 4, 40, cfs, 4, zeror, N, 2889, 2354, 0, 0, 55.1, 0.0, 0.0, 0.0, 29.3 4, 40, cfs, 4, zeror, Y, 0, 0, 2354, 2889, 55.1, 100.0, 100.0, 55.1, 29.3 4, 40, cfs, 4, oner, N, 1733, 917, 1156, 1437, 60.5, 61.0, 40.0, 55.4, 60.5 4, 40, cfs, 4, oner, Y, 1437, 1156, 917, 1733, 60.5, 60.0, 39.0, 65.4, 60.5 4, 40, cfs, 4, adtree, N, 2265, 1049, 624, 1305, 68.1, 55.4, 21.6, 67.7, 65.0 4, 40, cfs, 4, adtree, Y, 1305, 624, 1049, 2265, 68.1, 78.4, 44.6, 68.3, 65.0 4, 40, cfs, 4, bnet, N, 2133, 1026, 756, 1328, 66.0, 56.4, 26.2, 63.7, 64.1 4, 40, cfs, 4, bnet, Y, 1328, 756, 1026, 2133, 66.0, 73.8, 43.6, 67.5, 64.1 4, 40, cfs, 4, rbfnet, N, 2182, 1167, 707, 1187, 64.3, 50.4, 24.5, 62.7, 60.9 4, 40, cfs, 4, rbfnet, Y, 1187, 707, 1167, 2182, 64.3, 75.5, 49.6, 65.2, 60.9 4, 40, cfs, 5, nb, N, 2207, 1387, 475, 866, 62.3, 38.4, 17.7, 64.6, 54.7 4, 40, cfs, 5, nb, Y, 866, 475, 1387, 2207, 62.3, 82.3, 61.6, 61.4, 54.7 4, 40, cfs, 5, j48, N, 2141, 1380, 541, 873, 61.1, 38.7, 20.2, 61.7, 54.4 4, 40, cfs, 5, j48, Y, 873, 541, 1380, 2141, 61.1, 79.8, 61.3, 60.8, 54.4 4, 40, cfs, 5, zeror, N, 2682, 2253, 0, 0, 54.3, 0.0, 0.0, 0.0, 29.3 4, 40, cfs, 5, zeror, Y, 0, 0, 2253, 2682, 54.3, 100.0, 100.0, 54.3, 29.3 4, 40, cfs, 5, oner, N, 1613, 813, 1069, 1440, 61.9, 63.9, 39.9, 57.4, 62.0 4, 40, cfs, 5, oner, Y, 1440, 1069, 813, 1613, 61.9, 60.1, 36.1, 66.5, 62.0 4, 40, cfs, 5, adtree, N, 1968, 874, 714, 1379, 67.8, 61.2, 26.6, 65.9, 66.7 4, 40, cfs, 5, adtree, Y, 1379, 714, 874, 1968, 67.8, 73.4, 38.8, 69.2, 66.7 4, 40, cfs, 5, bnet, N, 2000, 957, 682, 1296, 66.8, 57.5, 25.4, 65.5, 65.0 4, 40, cfs, 5, bnet, Y, 1296, 682, 957, 2000, 66.8, 74.6, 42.5, 67.6, 65.0 4, 40, cfs, 5, rbfnet, N, 2113, 1244, 569, 1009, 63.3, 44.8, 21.2, 63.9, 58.2 4, 40, cfs, 5, rbfnet, Y, 1009, 569, 1244, 2113, 63.3, 78.8, 55.2, 62.9, 58.2 4, 40, infogain, 1, nb, N, 2273, 1315, 580, 1075, 63.9, 45.0, 20.3, 65.0, 58.5 4, 40, infogain, 1, nb, Y, 1075, 580, 1315, 2273, 63.9, 79.7, 55.0, 63.4, 58.5 4, 40, infogain, 1, j48, N, 1820, 976, 1033, 1414, 61.7, 59.2, 36.2, 57.8, 61.4 4, 40, infogain, 1, j48, Y, 1414, 1033, 976, 1820, 61.7, 63.8, 40.8, 65.1, 61.4 4, 40, infogain, 1, zeror, N, 2853, 2390, 0, 0, 54.4, 0.0, 0.0, 0.0, 29.3 4, 40, infogain, 1, zeror, Y, 0, 0, 2390, 2853, 54.4, 100.0, 100.0, 54.4, 29.3 4, 40, infogain, 1, oner, N, 1686, 939, 1167, 1451, 59.8, 60.7, 40.9, 55.4, 59.9 4, 40, infogain, 1, oner, Y, 1451, 1167, 939, 1686, 59.8, 59.1, 39.3, 64.2, 59.9 4, 40, infogain, 1, adtree, N, 2092, 923, 761, 1467, 67.9, 61.4, 26.7, 65.8, 66.8 4, 40, infogain, 1, adtree, Y, 1467, 761, 923, 2092, 67.9, 73.3, 38.6, 69.4, 66.8 4, 40, infogain, 1, bnet, N, 2165, 1145, 688, 1245, 65.0, 52.1, 24.1, 64.4, 62.1 4, 40, infogain, 1, bnet, Y, 1245, 688, 1145, 2165, 65.0, 75.9, 47.9, 65.4, 62.1 4, 40, infogain, 1, rbfnet, N, 2018, 1216, 835, 1174, 60.9, 49.1, 29.3, 58.4, 58.5 4, 40, infogain, 1, rbfnet, Y, 1174, 835, 1216, 2018, 60.9, 70.7, 50.9, 62.4, 58.5 4, 40, infogain, 2, nb, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 4, 40, infogain, 2, nb, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 4, 40, infogain, 2, j48, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 4, 40, infogain, 2, j48, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 4, 40, infogain, 2, zeror, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 4, 40, infogain, 2, zeror, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 4, 40, infogain, 2, oner, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 4, 40, infogain, 2, oner, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 4, 40, infogain, 2, adtree, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 4, 40, infogain, 2, adtree, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 4, 40, infogain, 2, bnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 4, 40, infogain, 2, bnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 4, 40, infogain, 2, rbfnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 4, 40, infogain, 2, rbfnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 4, 40, infogain, 5, nb, N, 2687, 1312, 734, 888, 63.6, 40.4, 21.5, 54.7, 55.2 4, 40, infogain, 5, nb, Y, 888, 734, 1312, 2687, 63.6, 78.5, 59.6, 67.2, 55.2 4, 40, infogain, 5, j48, N, 2876, 1517, 545, 683, 63.3, 31.0, 15.9, 55.6, 50.0 4, 40, infogain, 5, j48, Y, 683, 545, 1517, 2876, 63.3, 84.1, 69.0, 65.5, 50.0 4, 40, infogain, 5, zeror, N, 3421, 2200, 0, 0, 60.9, 0.0, 0.0, 0.0, 29.3 4, 40, infogain, 5, zeror, Y, 0, 0, 2200, 3421, 60.9, 100.0, 100.0, 60.9, 29.3 4, 40, infogain, 5, oner, N, 2197, 965, 1224, 1235, 61.1, 56.1, 35.8, 50.2, 60.0 4, 40, infogain, 5, oner, Y, 1235, 1224, 965, 2197, 61.1, 64.2, 43.9, 69.5, 60.0 4, 40, infogain, 5, adtree, N, 2720, 1134, 701, 1066, 67.4, 48.5, 20.5, 60.3, 60.8 4, 40, infogain, 5, adtree, Y, 1066, 701, 1134, 2720, 67.4, 79.5, 51.5, 70.6, 60.8 4, 40, infogain, 5, bnet, N, 2864, 1419, 557, 781, 64.8, 35.5, 16.3, 58.4, 53.0 4, 40, infogain, 5, bnet, Y, 781, 557, 1419, 2864, 64.8, 83.7, 64.5, 66.9, 53.0 4, 40, infogain, 5, rbfnet, N, 2768, 1523, 653, 677, 61.3, 30.8, 19.1, 50.9, 49.2 4, 40, infogain, 5, rbfnet, Y, 677, 653, 1523, 2768, 61.3, 80.9, 69.2, 64.5, 49.2 4, 40, chisquared, 1, nb, N, 2288, 1372, 531, 1052, 63.7, 43.4, 18.8, 66.5, 57.8 4, 40, chisquared, 1, nb, Y, 1052, 531, 1372, 2288, 63.7, 81.2, 56.6, 62.5, 57.8 4, 40, chisquared, 1, j48, N, 2012, 1207, 807, 1217, 61.6, 50.2, 28.6, 60.1, 59.4 4, 40, chisquared, 1, j48, Y, 1217, 807, 1207, 2012, 61.6, 71.4, 49.8, 62.5, 59.4 4, 40, chisquared, 1, zeror, N, 2819, 2424, 0, 0, 53.8, 0.0, 0.0, 0.0, 29.3 4, 40, chisquared, 1, zeror, Y, 0, 0, 2424, 2819, 53.8, 100.0, 100.0, 53.8, 29.3 4, 40, chisquared, 1, oner, N, 1651, 935, 1168, 1489, 59.9, 61.4, 41.4, 56.0, 60.0 4, 40, chisquared, 1, oner, Y, 1489, 1168, 935, 1651, 59.9, 58.6, 38.6, 63.8, 60.0 4, 40, chisquared, 1, adtree, N, 2089, 932, 730, 1492, 68.3, 61.6, 25.9, 67.1, 67.2 4, 40, chisquared, 1, adtree, Y, 1492, 730, 932, 2089, 68.3, 74.1, 38.4, 69.1, 67.2 4, 40, chisquared, 1, bnet, N, 2161, 1222, 658, 1202, 64.1, 49.6, 23.3, 64.6, 60.7 4, 40, chisquared, 1, bnet, Y, 1202, 658, 1222, 2161, 64.1, 76.7, 50.4, 63.9, 60.7 4, 40, chisquared, 1, rbfnet, N, 2160, 1293, 659, 1131, 62.8, 46.7, 23.4, 63.2, 58.8 4, 40, chisquared, 1, rbfnet, Y, 1131, 659, 1293, 2160, 62.8, 76.6, 53.3, 62.6, 58.8 4, 40, chisquared, 2, nb, N, 2313, 1326, 616, 988, 63.0, 42.7, 21.0, 61.6, 56.8 4, 40, chisquared, 2, nb, Y, 988, 616, 1326, 2313, 63.0, 79.0, 57.3, 63.6, 56.8 4, 40, chisquared, 2, j48, N, 2279, 1420, 650, 894, 60.5, 38.6, 22.2, 57.9, 53.9 4, 40, chisquared, 2, j48, Y, 894, 650, 1420, 2279, 60.5, 77.8, 61.4, 61.6, 53.9 4, 40, chisquared, 2, zeror, N, 2929, 2314, 0, 0, 55.9, 0.0, 0.0, 0.0, 29.3 4, 40, chisquared, 2, zeror, Y, 0, 0, 2314, 2929, 55.9, 100.0, 100.0, 55.9, 29.3 4, 40, chisquared, 2, oner, N, 1735, 807, 1194, 1507, 61.8, 65.1, 40.8, 55.8, 62.1 4, 40, chisquared, 2, oner, Y, 1507, 1194, 807, 1735, 61.8, 59.2, 34.9, 68.3, 62.1 4, 40, chisquared, 2, adtree, N, 2120, 901, 809, 1413, 67.4, 61.1, 27.6, 63.6, 66.2 4, 40, chisquared, 2, adtree, Y, 1413, 809, 901, 2120, 67.4, 72.4, 38.9, 70.2, 66.2 4, 40, chisquared, 2, bnet, N, 2206, 1133, 723, 1181, 64.6, 51.0, 24.7, 62.0, 61.2 4, 40, chisquared, 2, bnet, Y, 1181, 723, 1133, 2206, 64.6, 75.3, 49.0, 66.1, 61.2 4, 40, chisquared, 2, rbfnet, N, 2012, 1125, 917, 1189, 61.1, 51.4, 31.3, 56.5, 59.1 4, 40, chisquared, 2, rbfnet, Y, 1189, 917, 1125, 2012, 61.1, 68.7, 48.6, 64.1, 59.1 4, 40, chisquared, 4, nb, N, 3753, 1110, 1062, 817, 67.8, 42.4, 22.1, 43.5, 56.4 4, 40, chisquared, 4, nb, Y, 817, 1062, 1110, 3753, 67.8, 77.9, 57.6, 77.2, 56.4 4, 40, chisquared, 4, j48, N, 4815, 1927, 0, 0, 71.4, 0.0, 0.0, 0.0, 29.3 4, 40, chisquared, 4, j48, Y, 0, 0, 1927, 4815, 71.4, 100.0, 100.0, 71.4, 29.3 4, 40, chisquared, 4, zeror, N, 4815, 1927, 0, 0, 71.4, 0.0, 0.0, 0.0, 29.3 4, 40, chisquared, 4, zeror, Y, 0, 0, 1927, 4815, 71.4, 100.0, 100.0, 71.4, 29.3 4, 40, chisquared, 4, oner, N, 4629, 1791, 186, 136, 70.7, 7.1, 3.9, 42.2, 34.2 4, 40, chisquared, 4, oner, Y, 136, 186, 1791, 4629, 70.7, 96.1, 92.9, 72.1, 34.2 4, 40, chisquared, 4, adtree, N, 4694, 1793, 121, 134, 71.6, 7.0, 2.5, 52.5, 34.2 4, 40, chisquared, 4, adtree, Y, 134, 121, 1793, 4694, 71.6, 97.5, 93.0, 72.4, 34.2 4, 40, chisquared, 4, bnet, N, 4519, 1686, 296, 241, 70.6, 12.5, 6.1, 44.9, 38.0 4, 40, chisquared, 4, bnet, Y, 241, 296, 1686, 4519, 70.6, 93.9, 87.5, 72.8, 38.0 4, 40, chisquared, 4, rbfnet, N, 4398, 1599, 417, 328, 70.1, 17.0, 8.7, 44.0, 41.0 4, 40, chisquared, 4, rbfnet, Y, 328, 417, 1599, 4398, 70.1, 91.3, 83.0, 73.3, 41.0 4, 40, oneR, 1, nb, N, 2285, 1317, 581, 1060, 63.8, 44.6, 20.3, 64.6, 58.3 4, 40, oneR, 1, nb, Y, 1060, 581, 1317, 2285, 63.8, 79.7, 55.4, 63.4, 58.3 4, 40, oneR, 1, j48, N, 2262, 1453, 604, 924, 60.8, 38.9, 21.1, 60.5, 54.3 4, 40, oneR, 1, j48, Y, 924, 604, 1453, 2262, 60.8, 78.9, 61.1, 60.9, 54.3 4, 40, oneR, 1, zeror, N, 2866, 2377, 0, 0, 54.7, 0.0, 0.0, 0.0, 29.3 4, 40, oneR, 1, zeror, Y, 0, 0, 2377, 2866, 54.7, 100.0, 100.0, 54.7, 29.3 4, 40, oneR, 1, oner, N, 1685, 877, 1181, 1500, 60.7, 63.1, 41.2, 55.9, 60.9 4, 40, oneR, 1, oner, Y, 1500, 1181, 877, 1685, 60.7, 58.8, 36.9, 65.8, 60.9 4, 40, oneR, 1, adtree, N, 2225, 1046, 641, 1331, 67.8, 56.0, 22.4, 67.5, 65.1 4, 40, oneR, 1, adtree, Y, 1331, 641, 1046, 2225, 67.8, 77.6, 44.0, 68.0, 65.1 4, 40, oneR, 1, bnet, N, 2068, 899, 798, 1478, 67.6, 62.2, 27.8, 64.9, 66.8 4, 40, oneR, 1, bnet, Y, 1478, 798, 899, 2068, 67.6, 72.2, 37.8, 69.7, 66.8 4, 40, oneR, 1, rbfnet, N, 2322, 1372, 544, 1005, 63.5, 42.3, 19.0, 64.9, 57.0 4, 40, oneR, 1, rbfnet, Y, 1005, 544, 1372, 2322, 63.5, 81.0, 57.7, 62.9, 57.0 4, 40, oneR, 2, nb, N, 2258, 1378, 583, 1024, 62.6, 42.6, 20.5, 63.7, 56.9 4, 40, oneR, 2, nb, Y, 1024, 583, 1378, 2258, 62.6, 79.5, 57.4, 62.1, 56.9 4, 40, oneR, 2, j48, N, 1846, 1037, 995, 1365, 61.2, 56.8, 35.0, 57.8, 60.7 4, 40, oneR, 2, j48, Y, 1365, 995, 1037, 1846, 61.2, 65.0, 43.2, 64.0, 60.7 4, 40, oneR, 2, zeror, N, 2841, 2402, 0, 0, 54.2, 0.0, 0.0, 0.0, 29.3 4, 40, oneR, 2, zeror, Y, 0, 0, 2402, 2841, 54.2, 100.0, 100.0, 54.2, 29.3 4, 40, oneR, 2, oner, N, 1697, 873, 1144, 1529, 61.5, 63.7, 40.3, 57.2, 61.6 4, 40, oneR, 2, oner, Y, 1529, 1144, 873, 1697, 61.5, 59.7, 36.3, 66.0, 61.6 4, 40, oneR, 2, adtree, N, 2114, 1016, 727, 1386, 66.8, 57.7, 25.6, 65.6, 65.0 4, 40, oneR, 2, adtree, Y, 1386, 727, 1016, 2114, 66.8, 74.4, 42.3, 67.5, 65.0 4, 40, oneR, 2, bnet, N, 2025, 949, 816, 1453, 66.3, 60.5, 28.7, 64.0, 65.5 4, 40, oneR, 2, bnet, Y, 1453, 816, 949, 2025, 66.3, 71.3, 39.5, 68.1, 65.5 4, 40, oneR, 2, rbfnet, N, 2169, 1249, 672, 1153, 63.4, 48.0, 23.7, 63.2, 59.6 4, 40, oneR, 2, rbfnet, Y, 1153, 672, 1249, 2169, 63.4, 76.3, 52.0, 63.5, 59.6 4, 40, oneR, 3, nb, N, 3772, 1118, 1065, 788, 67.6, 41.3, 22.0, 42.5, 55.7 4, 40, oneR, 3, nb, Y, 788, 1065, 1118, 3772, 67.6, 78.0, 58.7, 77.1, 55.7 4, 40, oneR, 3, j48, N, 4837, 1906, 0, 0, 71.7, 0.0, 0.0, 0.0, 29.3 4, 40, oneR, 3, j48, Y, 0, 0, 1906, 4837, 71.7, 100.0, 100.0, 71.7, 29.3 4, 40, oneR, 3, zeror, N, 4837, 1906, 0, 0, 71.7, 0.0, 0.0, 0.0, 29.3 4, 40, oneR, 3, zeror, Y, 0, 0, 1906, 4837, 71.7, 100.0, 100.0, 71.7, 29.3 4, 40, oneR, 3, oner, N, 4690, 1781, 147, 125, 71.4, 6.6, 3.0, 46.0, 33.9 4, 40, oneR, 3, oner, Y, 125, 147, 1781, 4690, 71.4, 97.0, 93.4, 72.5, 33.9 4, 40, oneR, 3, adtree, N, 4636, 1714, 201, 192, 71.6, 10.1, 4.2, 48.9, 36.3 4, 40, oneR, 3, adtree, Y, 192, 201, 1714, 4636, 71.6, 95.8, 89.9, 73.0, 36.3 4, 40, oneR, 3, bnet, N, 4539, 1676, 298, 230, 70.7, 12.1, 6.2, 43.6, 37.7 4, 40, oneR, 3, bnet, Y, 230, 298, 1676, 4539, 70.7, 93.8, 87.9, 73.0, 37.7 4, 40, oneR, 3, rbfnet, N, 4448, 1608, 389, 298, 70.4, 15.6, 8.0, 43.4, 40.1 4, 40, oneR, 3, rbfnet, Y, 298, 389, 1608, 4448, 70.4, 92.0, 84.4, 73.4, 40.1 4, 40, oneR, 4, nb, N, 3763, 1090, 1089, 800, 67.7, 42.3, 22.4, 42.4, 56.2 4, 40, oneR, 4, nb, Y, 800, 1089, 1090, 3763, 67.7, 77.6, 57.7, 77.5, 56.2 4, 40, oneR, 4, j48, N, 4852, 1890, 0, 0, 72.0, 0.0, 0.0, 0.0, 29.3 4, 40, oneR, 4, j48, Y, 0, 0, 1890, 4852, 72.0, 100.0, 100.0, 72.0, 29.3 4, 40, oneR, 4, zeror, N, 4852, 1890, 0, 0, 72.0, 0.0, 0.0, 0.0, 29.3 4, 40, oneR, 4, zeror, Y, 0, 0, 1890, 4852, 72.0, 100.0, 100.0, 72.0, 29.3 4, 40, oneR, 4, oner, N, 4668, 1764, 184, 126, 71.1, 6.7, 3.8, 40.6, 33.9 4, 40, oneR, 4, oner, Y, 126, 184, 1764, 4668, 71.1, 96.2, 93.3, 72.6, 33.9 4, 40, oneR, 4, adtree, N, 4674, 1731, 178, 159, 71.7, 8.4, 3.7, 47.2, 35.2 4, 40, oneR, 4, adtree, Y, 159, 178, 1731, 4674, 71.7, 96.3, 91.6, 73.0, 35.2 4, 40, oneR, 4, bnet, N, 4522, 1638, 330, 252, 70.8, 13.3, 6.8, 43.3, 38.5 4, 40, oneR, 4, bnet, Y, 252, 330, 1638, 4522, 70.8, 93.2, 86.7, 73.4, 38.5 4, 40, oneR, 4, rbfnet, N, 4313, 1491, 539, 399, 69.9, 21.1, 11.1, 42.5, 43.7 4, 40, oneR, 4, rbfnet, Y, 399, 539, 1491, 4313, 69.9, 88.9, 78.9, 74.3, 43.7 4, 40, oneR, 5, nb, N, 3432, 1085, 917, 766, 67.7, 41.4, 21.1, 45.5, 56.0 4, 40, oneR, 5, nb, Y, 766, 917, 1085, 3432, 67.7, 78.9, 58.6, 76.0, 56.0 4, 40, oneR, 5, j48, N, 4349, 1851, 0, 0, 70.1, 0.0, 0.0, 0.0, 29.3 4, 40, oneR, 5, j48, Y, 0, 0, 1851, 4349, 70.1, 100.0, 100.0, 70.1, 29.3 4, 40, oneR, 5, zeror, N, 4349, 1851, 0, 0, 70.1, 0.0, 0.0, 0.0, 29.3 4, 40, oneR, 5, zeror, Y, 0, 0, 1851, 4349, 70.1, 100.0, 100.0, 70.1, 29.3 4, 40, oneR, 5, oner, N, 4219, 1738, 130, 113, 69.9, 6.1, 3.0, 46.5, 33.6 4, 40, oneR, 5, oner, Y, 113, 130, 1738, 4219, 69.9, 97.0, 93.9, 70.8, 33.6 4, 40, oneR, 5, adtree, N, 4202, 1705, 147, 146, 70.1, 7.9, 3.4, 49.8, 34.8 4, 40, oneR, 5, adtree, Y, 146, 147, 1705, 4202, 70.1, 96.6, 92.1, 71.1, 34.8 4, 40, oneR, 5, bnet, N, 4094, 1627, 255, 224, 69.6, 12.1, 5.9, 46.8, 37.7 4, 40, oneR, 5, bnet, Y, 224, 255, 1627, 4094, 69.6, 94.1, 87.9, 71.6, 37.7 4, 40, oneR, 5, rbfnet, N, 3980, 1560, 369, 291, 68.9, 15.7, 8.5, 44.1, 40.1 4, 40, oneR, 5, rbfnet, Y, 291, 369, 1560, 3980, 68.9, 91.5, 84.3, 71.8, 40.1 4, 45, cfs, 1, nb, N, 2280, 1406, 570, 987, 62.3, 41.2, 20.0, 63.4, 56.1 4, 45, cfs, 1, nb, Y, 987, 570, 1406, 2280, 62.3, 80.0, 58.8, 61.9, 56.1 4, 45, cfs, 1, j48, N, 2028, 1281, 822, 1112, 59.9, 46.5, 28.8, 57.5, 57.0 4, 45, cfs, 1, j48, Y, 1112, 822, 1281, 2028, 59.9, 71.2, 53.5, 61.3, 57.0 4, 45, cfs, 1, zeror, N, 2850, 2393, 0, 0, 54.4, 0.0, 0.0, 0.0, 29.3 4, 45, cfs, 1, zeror, Y, 0, 0, 2393, 2850, 54.4, 100.0, 100.0, 54.4, 29.3 4, 45, cfs, 1, oner, N, 1671, 960, 1179, 1433, 59.2, 59.9, 41.4, 54.9, 59.3 4, 45, cfs, 1, oner, Y, 1433, 1179, 960, 1671, 59.2, 58.6, 40.1, 63.5, 59.3 4, 45, cfs, 1, adtree, N, 2100, 982, 750, 1411, 67.0, 59.0, 26.3, 65.3, 65.5 4, 45, cfs, 1, adtree, Y, 1411, 750, 982, 2100, 67.0, 73.7, 41.0, 68.1, 65.5 4, 45, cfs, 1, bnet, N, 2147, 1070, 703, 1323, 66.2, 55.3, 24.7, 65.3, 63.9 4, 45, cfs, 1, bnet, Y, 1323, 703, 1070, 2147, 66.2, 75.3, 44.7, 66.7, 63.9 4, 45, cfs, 1, rbfnet, N, 1938, 1135, 912, 1258, 61.0, 52.6, 32.0, 58.0, 59.5 4, 45, cfs, 1, rbfnet, Y, 1258, 912, 1135, 1938, 61.0, 68.0, 47.4, 63.1, 59.5 4, 45, cfs, 3, nb, N, 4170, 1577, 611, 385, 67.6, 19.6, 12.8, 38.7, 42.5 4, 45, cfs, 3, nb, Y, 385, 611, 1577, 4170, 67.6, 87.2, 80.4, 72.6, 42.5 4, 45, cfs, 3, j48, N, 4639, 1809, 142, 153, 71.1, 7.8, 3.0, 51.9, 34.8 4, 45, cfs, 3, j48, Y, 153, 142, 1809, 4639, 71.1, 97.0, 92.2, 71.9, 34.8 4, 45, cfs, 3, zeror, N, 4781, 1962, 0, 0, 70.9, 0.0, 0.0, 0.0, 29.3 4, 45, cfs, 3, zeror, Y, 0, 0, 1962, 4781, 70.9, 100.0, 100.0, 70.9, 29.3 4, 45, cfs, 3, oner, N, 4642, 1821, 139, 141, 70.9, 7.2, 2.9, 50.4, 34.3 4, 45, cfs, 3, oner, Y, 141, 139, 1821, 4642, 70.9, 97.1, 92.8, 71.8, 34.3 4, 45, cfs, 3, adtree, N, 4661, 1823, 120, 139, 71.2, 7.1, 2.5, 53.7, 34.3 4, 45, cfs, 3, adtree, Y, 139, 120, 1823, 4661, 71.2, 97.5, 92.9, 71.9, 34.3 4, 45, cfs, 3, bnet, N, 4590, 1750, 191, 212, 71.2, 10.8, 4.0, 52.6, 36.9 4, 45, cfs, 3, bnet, Y, 212, 191, 1750, 4590, 71.2, 96.0, 89.2, 72.4, 36.9 4, 45, cfs, 3, rbfnet, N, 4780, 1962, 1, 0, 70.9, 0.0, 0.0, 0.0, 29.3 4, 45, cfs, 3, rbfnet, Y, 0, 1, 1962, 4780, 70.9, 100.0, 100.0, 70.9, 29.3 4, 45, cfs, 4, nb, N, 4217, 1502, 630, 393, 68.4, 20.7, 13.0, 38.4, 43.2 4, 45, cfs, 4, nb, Y, 393, 630, 1502, 4217, 68.4, 87.0, 79.3, 73.7, 43.2 4, 45, cfs, 4, j48, N, 4645, 1737, 202, 158, 71.2, 8.3, 4.2, 43.9, 35.1 4, 45, cfs, 4, j48, Y, 158, 202, 1737, 4645, 71.2, 95.8, 91.7, 72.8, 35.1 4, 45, cfs, 4, zeror, N, 4847, 1895, 0, 0, 71.9, 0.0, 0.0, 0.0, 29.3 4, 45, cfs, 4, zeror, Y, 0, 0, 1895, 4847, 71.9, 100.0, 100.0, 71.9, 29.3 4, 45, cfs, 4, oner, N, 4668, 1754, 179, 141, 71.3, 7.4, 3.7, 44.1, 34.5 4, 45, cfs, 4, oner, Y, 141, 179, 1754, 4668, 71.3, 96.3, 92.6, 72.7, 34.5 4, 45, cfs, 4, adtree, N, 4670, 1723, 177, 172, 71.8, 9.1, 3.7, 49.3, 35.7 4, 45, cfs, 4, adtree, Y, 172, 177, 1723, 4670, 71.8, 96.3, 90.9, 73.0, 35.7 4, 45, cfs, 4, bnet, N, 4571, 1654, 276, 241, 71.4, 12.7, 5.7, 46.6, 38.2 4, 45, cfs, 4, bnet, Y, 241, 276, 1654, 4571, 71.4, 94.3, 87.3, 73.4, 38.2 4, 45, cfs, 4, rbfnet, N, 4840, 1886, 7, 9, 71.9, 0.5, 0.1, 56.2, 29.6 4, 45, cfs, 4, rbfnet, Y, 9, 7, 1886, 4840, 71.9, 99.9, 99.5, 72.0, 29.6 4, 45, infogain, 1, nb, N, 2167, 1210, 732, 1134, 63.0, 48.4, 25.3, 60.8, 59.4 4, 45, infogain, 1, nb, Y, 1134, 732, 1210, 2167, 63.0, 74.7, 51.6, 64.2, 59.4 4, 45, infogain, 1, j48, N, 1946, 1074, 953, 1270, 61.3, 54.2, 32.9, 57.1, 60.1 4, 45, infogain, 1, j48, Y, 1270, 953, 1074, 1946, 61.3, 67.1, 45.8, 64.4, 60.1 4, 45, infogain, 1, zeror, N, 2899, 2344, 0, 0, 55.3, 0.0, 0.0, 0.0, 29.3 4, 45, infogain, 1, zeror, Y, 0, 0, 2344, 2899, 55.3, 100.0, 100.0, 55.3, 29.3 4, 45, infogain, 1, oner, N, 1677, 866, 1222, 1478, 60.2, 63.1, 42.2, 54.7, 60.4 4, 45, infogain, 1, oner, Y, 1478, 1222, 866, 1677, 60.2, 57.8, 36.9, 65.9, 60.4 4, 45, infogain, 1, adtree, N, 2119, 930, 780, 1414, 67.4, 60.3, 26.9, 64.4, 66.1 4, 45, infogain, 1, adtree, Y, 1414, 780, 930, 2119, 67.4, 73.1, 39.7, 69.5, 66.1 4, 45, infogain, 1, bnet, N, 2189, 1142, 710, 1202, 64.7, 51.3, 24.5, 62.9, 61.4 4, 45, infogain, 1, bnet, Y, 1202, 710, 1142, 2189, 64.7, 75.5, 48.7, 65.7, 61.4 4, 45, infogain, 1, rbfnet, N, 2053, 1211, 846, 1133, 60.8, 48.3, 29.2, 57.3, 58.0 4, 45, infogain, 1, rbfnet, Y, 1133, 846, 1211, 2053, 60.8, 70.8, 51.7, 62.9, 58.0 4, 45, infogain, 3, nb, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 4, 45, infogain, 3, nb, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 4, 45, infogain, 3, j48, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 4, 45, infogain, 3, j48, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 4, 45, infogain, 3, zeror, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 4, 45, infogain, 3, zeror, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 4, 45, infogain, 3, oner, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 4, 45, infogain, 3, oner, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 4, 45, infogain, 3, adtree, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 4, 45, infogain, 3, adtree, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 4, 45, infogain, 3, bnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 4, 45, infogain, 3, bnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 4, 45, infogain, 3, rbfnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 4, 45, infogain, 3, rbfnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 4, 45, infogain, 4, nb, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 4, 45, infogain, 4, nb, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 4, 45, infogain, 4, j48, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 4, 45, infogain, 4, j48, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 4, 45, infogain, 4, zeror, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 4, 45, infogain, 4, zeror, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 4, 45, infogain, 4, oner, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 4, 45, infogain, 4, oner, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 4, 45, infogain, 4, adtree, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 4, 45, infogain, 4, adtree, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 4, 45, infogain, 4, bnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 4, 45, infogain, 4, bnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 4, 45, infogain, 4, rbfnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 4, 45, infogain, 4, rbfnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 4, 45, chisquared, 1, nb, N, 2308, 1299, 603, 1033, 63.7, 44.3, 20.7, 63.1, 58.0 4, 45, chisquared, 1, nb, Y, 1033, 603, 1299, 2308, 63.7, 79.3, 55.7, 64.0, 58.0 4, 45, chisquared, 1, j48, N, 2214, 1425, 697, 907, 59.5, 38.9, 23.9, 56.5, 53.6 4, 45, chisquared, 1, j48, Y, 907, 697, 1425, 2214, 59.5, 76.1, 61.1, 60.8, 53.6 4, 45, chisquared, 1, zeror, N, 2911, 2332, 0, 0, 55.5, 0.0, 0.0, 0.0, 29.3 4, 45, chisquared, 1, zeror, Y, 0, 0, 2332, 2911, 55.5, 100.0, 100.0, 55.5, 29.3 4, 45, chisquared, 1, oner, N, 1729, 937, 1182, 1395, 59.6, 59.8, 40.6, 54.1, 59.6 4, 45, chisquared, 1, oner, Y, 1395, 1182, 937, 1729, 59.6, 59.4, 40.2, 64.9, 59.6 4, 45, chisquared, 1, adtree, N, 2108, 941, 803, 1391, 66.7, 59.6, 27.6, 63.4, 65.4 4, 45, chisquared, 1, adtree, Y, 1391, 803, 941, 2108, 66.7, 72.4, 40.4, 69.1, 65.4 4, 45, chisquared, 1, bnet, N, 2237, 1099, 674, 1233, 66.2, 52.9, 23.2, 64.7, 62.9 4, 45, chisquared, 1, bnet, Y, 1233, 674, 1099, 2237, 66.2, 76.8, 47.1, 67.1, 62.9 4, 45, chisquared, 1, rbfnet, N, 1680, 816, 1231, 1516, 61.0, 65.0, 42.3, 55.2, 61.2 4, 45, chisquared, 1, rbfnet, Y, 1516, 1231, 816, 1680, 61.0, 57.7, 35.0, 67.3, 61.2 4, 45, chisquared, 2, nb, N, 2314, 1333, 550, 1046, 64.1, 44.0, 19.2, 65.5, 58.1 4, 45, chisquared, 2, nb, Y, 1046, 550, 1333, 2314, 64.1, 80.8, 56.0, 63.4, 58.1 4, 45, chisquared, 2, j48, N, 2371, 1551, 493, 828, 61.0, 34.8, 17.2, 62.7, 52.3 4, 45, chisquared, 2, j48, Y, 828, 493, 1551, 2371, 61.0, 82.8, 65.2, 60.5, 52.3 4, 45, chisquared, 2, zeror, N, 2864, 2379, 0, 0, 54.6, 0.0, 0.0, 0.0, 29.3 4, 45, chisquared, 2, zeror, Y, 0, 0, 2379, 2864, 54.6, 100.0, 100.0, 54.6, 29.3 4, 45, chisquared, 2, oner, N, 1680, 908, 1184, 1471, 60.1, 61.8, 41.3, 55.4, 60.2 4, 45, chisquared, 2, oner, Y, 1471, 1184, 908, 1680, 60.1, 58.7, 38.2, 64.9, 60.2 4, 45, chisquared, 2, adtree, N, 2115, 938, 749, 1441, 67.8, 60.6, 26.2, 65.8, 66.5 4, 45, chisquared, 2, adtree, Y, 1441, 749, 938, 2115, 67.8, 73.8, 39.4, 69.3, 66.5 4, 45, chisquared, 2, bnet, N, 2235, 1165, 629, 1214, 65.8, 51.0, 22.0, 65.9, 62.0 4, 45, chisquared, 2, bnet, Y, 1214, 629, 1165, 2235, 65.8, 78.0, 49.0, 65.7, 62.0 4, 45, chisquared, 2, rbfnet, N, 2195, 1234, 669, 1145, 63.7, 48.1, 23.4, 63.1, 59.8 4, 45, chisquared, 2, rbfnet, Y, 1145, 669, 1234, 2195, 63.7, 76.6, 51.9, 64.0, 59.8 4, 45, chisquared, 4, nb, N, 2860, 1400, 753, 969, 64.0, 40.9, 20.8, 56.3, 55.7 4, 45, chisquared, 4, nb, Y, 969, 753, 1400, 2860, 64.0, 79.2, 59.1, 67.1, 55.7 4, 45, chisquared, 4, j48, N, 2911, 1455, 702, 914, 63.9, 38.6, 19.4, 56.6, 54.4 4, 45, chisquared, 4, j48, Y, 914, 702, 1455, 2911, 63.9, 80.6, 61.4, 66.7, 54.4 4, 45, chisquared, 4, zeror, N, 3613, 2369, 0, 0, 60.4, 0.0, 0.0, 0.0, 29.3 4, 45, chisquared, 4, zeror, Y, 0, 0, 2369, 3613, 60.4, 100.0, 100.0, 60.4, 29.3 4, 45, chisquared, 4, oner, N, 2376, 1068, 1237, 1301, 61.5, 54.9, 34.2, 51.3, 60.0 4, 45, chisquared, 4, oner, Y, 1301, 1237, 1068, 2376, 61.5, 65.8, 45.1, 69.0, 60.0 4, 45, chisquared, 4, adtree, N, 2841, 1129, 772, 1240, 68.2, 52.3, 21.4, 61.6, 63.1 4, 45, chisquared, 4, adtree, Y, 1240, 772, 1129, 2841, 68.2, 78.6, 47.7, 71.6, 63.1 4, 45, chisquared, 4, bnet, N, 2693, 1097, 920, 1272, 66.3, 53.7, 25.5, 58.0, 62.6 4, 45, chisquared, 4, bnet, Y, 1272, 920, 1097, 2693, 66.3, 74.5, 46.3, 71.1, 62.6 4, 45, chisquared, 4, rbfnet, N, 2945, 1385, 668, 984, 65.7, 41.5, 18.5, 59.6, 56.6 4, 45, chisquared, 4, rbfnet, Y, 984, 668, 1385, 2945, 65.7, 81.5, 58.5, 68.0, 56.6 4, 45, chisquared, 5, nb, N, 2493, 1181, 845, 1043, 63.6, 46.9, 25.3, 55.2, 58.4 4, 45, chisquared, 5, nb, Y, 1043, 845, 1181, 2493, 63.6, 74.7, 53.1, 67.9, 58.4 4, 45, chisquared, 5, j48, N, 2733, 1498, 605, 726, 62.2, 32.6, 18.1, 54.5, 50.7 4, 45, chisquared, 5, j48, Y, 726, 605, 1498, 2733, 62.2, 81.9, 67.4, 64.6, 50.7 4, 45, chisquared, 5, zeror, N, 3338, 2224, 0, 0, 60.0, 0.0, 0.0, 0.0, 29.3 4, 45, chisquared, 5, zeror, Y, 0, 0, 2224, 3338, 60.0, 100.0, 100.0, 60.0, 29.3 4, 45, chisquared, 5, oner, N, 2135, 1008, 1203, 1216, 60.2, 54.7, 36.0, 50.3, 59.1 4, 45, chisquared, 5, oner, Y, 1216, 1203, 1008, 2135, 60.2, 64.0, 45.3, 67.9, 59.1 4, 45, chisquared, 5, adtree, N, 2568, 1047, 770, 1177, 67.3, 52.9, 23.1, 60.5, 62.9 4, 45, chisquared, 5, adtree, Y, 1177, 770, 1047, 2568, 67.3, 76.9, 47.1, 71.0, 62.9 4, 45, chisquared, 5, bnet, N, 2498, 1050, 840, 1174, 66.0, 52.8, 25.2, 58.3, 62.2 4, 45, chisquared, 5, bnet, Y, 1174, 840, 1050, 2498, 66.0, 74.8, 47.2, 70.4, 62.2 4, 45, chisquared, 5, rbfnet, N, 2707, 1305, 631, 919, 65.2, 41.3, 18.9, 59.3, 56.4 4, 45, chisquared, 5, rbfnet, Y, 919, 631, 1305, 2707, 65.2, 81.1, 58.7, 67.5, 56.4 4, 45, oneR, 1, nb, N, 2283, 1359, 598, 1003, 62.7, 42.5, 20.8, 62.6, 56.7 4, 45, oneR, 1, nb, Y, 1003, 598, 1359, 2283, 62.7, 79.2, 57.5, 62.7, 56.7 4, 45, oneR, 1, j48, N, 2193, 1395, 688, 967, 60.3, 40.9, 23.9, 58.4, 55.0 4, 45, oneR, 1, j48, Y, 967, 688, 1395, 2193, 60.3, 76.1, 59.1, 61.1, 55.0 4, 45, oneR, 1, zeror, N, 2881, 2362, 0, 0, 54.9, 0.0, 0.0, 0.0, 29.3 4, 45, oneR, 1, zeror, Y, 0, 0, 2362, 2881, 54.9, 100.0, 100.0, 54.9, 29.3 4, 45, oneR, 1, oner, N, 1734, 923, 1147, 1439, 60.5, 60.9, 39.8, 55.6, 60.6 4, 45, oneR, 1, oner, Y, 1439, 1147, 923, 1734, 60.5, 60.2, 39.1, 65.3, 60.6 4, 45, oneR, 1, adtree, N, 2162, 1057, 719, 1305, 66.1, 55.2, 25.0, 64.5, 63.8 4, 45, oneR, 1, adtree, Y, 1305, 719, 1057, 2162, 66.1, 75.0, 44.8, 67.2, 63.8 4, 45, oneR, 1, bnet, N, 2052, 920, 829, 1442, 66.6, 61.0, 28.8, 63.5, 65.8 4, 45, oneR, 1, bnet, Y, 1442, 829, 920, 2052, 66.6, 71.2, 39.0, 69.0, 65.8 4, 45, oneR, 1, rbfnet, N, 2229, 1224, 652, 1138, 64.2, 48.2, 22.6, 63.6, 60.0 4, 45, oneR, 1, rbfnet, Y, 1138, 652, 1224, 2229, 64.2, 77.4, 51.8, 64.6, 60.0 4, 45, oneR, 2, nb, N, 2319, 1410, 527, 987, 63.1, 41.2, 18.5, 65.2, 56.4 4, 45, oneR, 2, nb, Y, 987, 527, 1410, 2319, 63.1, 81.5, 58.8, 62.2, 56.4 4, 45, oneR, 2, j48, N, 2099, 1273, 747, 1124, 61.5, 46.9, 26.2, 60.1, 58.1 4, 45, oneR, 2, j48, Y, 1124, 747, 1273, 2099, 61.5, 73.8, 53.1, 62.2, 58.1 4, 45, oneR, 2, zeror, N, 2846, 2397, 0, 0, 54.3, 0.0, 0.0, 0.0, 29.3 4, 45, oneR, 2, zeror, Y, 0, 0, 2397, 2846, 54.3, 100.0, 100.0, 54.3, 29.3 4, 45, oneR, 2, oner, N, 1648, 918, 1198, 1479, 59.6, 61.7, 42.1, 55.2, 59.8 4, 45, oneR, 2, oner, Y, 1479, 1198, 918, 1648, 59.6, 57.9, 38.3, 64.2, 59.8 4, 45, oneR, 2, adtree, N, 2224, 1135, 622, 1262, 66.5, 52.6, 21.9, 67.0, 63.1 4, 45, oneR, 2, adtree, Y, 1262, 622, 1135, 2224, 66.5, 78.1, 47.4, 66.2, 63.1 4, 45, oneR, 2, bnet, N, 2036, 939, 810, 1458, 66.6, 60.8, 28.5, 64.3, 65.8 4, 45, oneR, 2, bnet, Y, 1458, 810, 939, 2036, 66.6, 71.5, 39.2, 68.4, 65.8 4, 45, oneR, 2, rbfnet, N, 2098, 1074, 748, 1323, 65.2, 55.2, 26.3, 63.9, 63.3 4, 45, oneR, 2, rbfnet, Y, 1323, 748, 1074, 2098, 65.2, 73.7, 44.8, 66.1, 63.3 4, 45, oneR, 3, nb, N, 2947, 1500, 642, 894, 64.2, 37.3, 17.9, 58.2, 53.9 4, 45, oneR, 3, nb, Y, 894, 642, 1500, 2947, 64.2, 82.1, 62.7, 66.3, 53.9 4, 45, oneR, 3, j48, N, 2990, 1645, 599, 749, 62.5, 31.3, 16.7, 55.6, 50.0 4, 45, oneR, 3, j48, Y, 749, 599, 1645, 2990, 62.5, 83.3, 68.7, 64.5, 50.0 4, 45, oneR, 3, zeror, N, 3589, 2394, 0, 0, 60.0, 0.0, 0.0, 0.0, 29.3 4, 45, oneR, 3, zeror, Y, 0, 0, 2394, 3589, 60.0, 100.0, 100.0, 60.0, 29.3 4, 45, oneR, 3, oner, N, 2254, 1016, 1335, 1378, 60.7, 57.6, 37.2, 50.8, 60.1 4, 45, oneR, 3, oner, Y, 1378, 1335, 1016, 2254, 60.7, 62.8, 42.4, 68.9, 60.1 4, 45, oneR, 3, adtree, N, 2850, 1157, 739, 1237, 68.3, 51.7, 20.6, 62.6, 62.9 4, 45, oneR, 3, adtree, Y, 1237, 739, 1157, 2850, 68.3, 79.4, 48.3, 71.1, 62.9 4, 45, oneR, 3, bnet, N, 2861, 1204, 728, 1190, 67.7, 49.7, 20.3, 62.0, 61.7 4, 45, oneR, 3, bnet, Y, 1190, 728, 1204, 2861, 67.7, 79.7, 50.3, 70.4, 61.7 4, 45, oneR, 3, rbfnet, N, 2816, 1359, 773, 1035, 64.4, 43.2, 21.5, 57.2, 57.1 4, 45, oneR, 3, rbfnet, Y, 1035, 773, 1359, 2816, 64.4, 78.5, 56.8, 67.4, 57.1 4, 45, oneR, 5, nb, N, 3645, 1345, 760, 490, 66.3, 26.7, 17.3, 39.2, 46.8 4, 45, oneR, 5, nb, Y, 490, 760, 1345, 3645, 66.3, 82.7, 73.3, 73.0, 46.8 4, 45, oneR, 5, j48, N, 4319, 1741, 86, 94, 70.7, 5.1, 2.0, 52.2, 32.9 4, 45, oneR, 5, j48, Y, 94, 86, 1741, 4319, 70.7, 98.0, 94.9, 71.3, 32.9 4, 45, oneR, 5, zeror, N, 4405, 1835, 0, 0, 70.6, 0.0, 0.0, 0.0, 29.3 4, 45, oneR, 5, zeror, Y, 0, 0, 1835, 4405, 70.6, 100.0, 100.0, 70.6, 29.3 4, 45, oneR, 5, oner, N, 4291, 1728, 114, 107, 70.5, 5.8, 2.6, 48.4, 33.4 4, 45, oneR, 5, oner, Y, 107, 114, 1728, 4291, 70.5, 97.4, 94.2, 71.3, 33.4 4, 45, oneR, 5, adtree, N, 4319, 1670, 86, 165, 71.9, 9.0, 2.0, 65.7, 35.6 4, 45, oneR, 5, adtree, Y, 165, 86, 1670, 4319, 71.9, 98.0, 91.0, 72.1, 35.6 4, 45, oneR, 5, bnet, N, 4183, 1620, 222, 215, 70.5, 11.7, 5.0, 49.2, 37.5 4, 45, oneR, 5, bnet, Y, 215, 222, 1620, 4183, 70.5, 95.0, 88.3, 72.1, 37.5 4, 45, oneR, 5, rbfnet, N, 4405, 1835, 0, 0, 70.6, 0.0, 0.0, 0.0, 29.3 4, 45, oneR, 5, rbfnet, Y, 0, 0, 1835, 4405, 70.6, 100.0, 100.0, 70.6, 29.3 4, 50, cfs, 1, nb, N, 2332, 1377, 540, 994, 63.4, 41.9, 18.8, 64.8, 56.8 4, 50, cfs, 1, nb, Y, 994, 540, 1377, 2332, 63.4, 81.2, 58.1, 62.9, 56.8 4, 50, cfs, 1, j48, N, 2225, 1401, 647, 970, 60.9, 40.9, 22.5, 60.0, 55.3 4, 50, cfs, 1, j48, Y, 970, 647, 1401, 2225, 60.9, 77.5, 59.1, 61.4, 55.3 4, 50, cfs, 1, zeror, N, 2872, 2371, 0, 0, 54.8, 0.0, 0.0, 0.0, 29.3 4, 50, cfs, 1, zeror, Y, 0, 0, 2371, 2872, 54.8, 100.0, 100.0, 54.8, 29.3 4, 50, cfs, 1, oner, N, 1720, 931, 1152, 1440, 60.3, 60.7, 40.1, 55.6, 60.3 4, 50, cfs, 1, oner, Y, 1440, 1152, 931, 1720, 60.3, 59.9, 39.3, 64.9, 60.3 4, 50, cfs, 1, adtree, N, 2135, 948, 737, 1423, 67.9, 60.0, 25.7, 65.9, 66.4 4, 50, cfs, 1, adtree, Y, 1423, 737, 948, 2135, 67.9, 74.3, 40.0, 69.3, 66.4 4, 50, cfs, 1, bnet, N, 2164, 1015, 708, 1356, 67.1, 57.2, 24.7, 65.7, 65.1 4, 50, cfs, 1, bnet, Y, 1356, 708, 1015, 2164, 67.1, 75.3, 42.8, 68.1, 65.1 4, 50, cfs, 1, rbfnet, N, 2226, 1364, 646, 1007, 61.7, 42.5, 22.5, 60.9, 56.3 4, 50, cfs, 1, rbfnet, Y, 1007, 646, 1364, 2226, 61.7, 77.5, 57.5, 62.0, 56.3 4, 50, cfs, 3, nb, N, 4184, 1362, 620, 577, 70.6, 29.8, 12.9, 48.2, 49.5 4, 50, cfs, 3, nb, Y, 577, 620, 1362, 4184, 70.6, 87.1, 70.2, 75.4, 49.5 4, 50, cfs, 3, j48, N, 4175, 1492, 629, 447, 68.5, 23.1, 13.1, 41.5, 44.8 4, 50, cfs, 3, j48, Y, 447, 629, 1492, 4175, 68.5, 86.9, 76.9, 73.7, 44.8 4, 50, cfs, 3, zeror, N, 4804, 1939, 0, 0, 71.2, 0.0, 0.0, 0.0, 29.3 4, 50, cfs, 3, zeror, Y, 0, 0, 1939, 4804, 71.2, 100.0, 100.0, 71.2, 29.3 4, 50, cfs, 3, oner, N, 4636, 1811, 168, 128, 70.7, 6.6, 3.5, 43.2, 33.9 4, 50, cfs, 3, oner, Y, 128, 168, 1811, 4636, 70.7, 96.5, 93.4, 71.9, 33.9 4, 50, cfs, 3, adtree, N, 4571, 1615, 233, 324, 72.6, 16.7, 4.9, 58.2, 41.0 4, 50, cfs, 3, adtree, Y, 324, 233, 1615, 4571, 72.6, 95.1, 83.3, 73.9, 41.0 4, 50, cfs, 3, bnet, N, 4430, 1580, 374, 359, 71.0, 18.5, 7.8, 49.0, 42.1 4, 50, cfs, 3, bnet, Y, 359, 374, 1580, 4430, 71.0, 92.2, 81.5, 73.7, 42.1 4, 50, cfs, 3, rbfnet, N, 4466, 1633, 338, 306, 70.8, 15.8, 7.0, 47.5, 40.2 4, 50, cfs, 3, rbfnet, Y, 306, 338, 1633, 4466, 70.8, 93.0, 84.2, 73.2, 40.2 4, 50, cfs, 4, nb, N, 4205, 1414, 569, 554, 70.6, 28.2, 11.9, 49.3, 48.5 4, 50, cfs, 4, nb, Y, 554, 569, 1414, 4205, 70.6, 88.1, 71.8, 74.8, 48.5 4, 50, cfs, 4, j48, N, 4185, 1517, 589, 451, 68.8, 22.9, 12.3, 43.4, 44.8 4, 50, cfs, 4, j48, Y, 451, 589, 1517, 4185, 68.8, 87.7, 77.1, 73.4, 44.8 4, 50, cfs, 4, zeror, N, 4774, 1968, 0, 0, 70.8, 0.0, 0.0, 0.0, 29.3 4, 50, cfs, 4, zeror, Y, 0, 0, 1968, 4774, 70.8, 100.0, 100.0, 70.8, 29.3 4, 50, cfs, 4, oner, N, 4618, 1816, 156, 152, 70.8, 7.7, 3.3, 49.4, 34.7 4, 50, cfs, 4, oner, Y, 152, 156, 1816, 4618, 70.8, 96.7, 92.3, 71.8, 34.7 4, 50, cfs, 4, adtree, N, 4545, 1662, 229, 306, 72.0, 15.5, 4.8, 57.2, 40.2 4, 50, cfs, 4, adtree, Y, 306, 229, 1662, 4545, 72.0, 95.2, 84.5, 73.2, 40.2 4, 50, cfs, 4, bnet, N, 4430, 1593, 344, 375, 71.3, 19.1, 7.2, 52.2, 42.5 4, 50, cfs, 4, bnet, Y, 375, 344, 1593, 4430, 71.3, 92.8, 80.9, 73.6, 42.5 4, 50, cfs, 4, rbfnet, N, 4456, 1690, 318, 278, 70.2, 14.1, 6.7, 46.6, 39.1 4, 50, cfs, 4, rbfnet, Y, 278, 318, 1690, 4456, 70.2, 93.3, 85.9, 72.5, 39.1 4, 50, cfs, 5, nb, N, 3901, 1298, 542, 467, 70.4, 26.5, 12.2, 46.3, 47.3 4, 50, cfs, 5, nb, Y, 467, 542, 1298, 3901, 70.4, 87.8, 73.5, 75.0, 47.3 4, 50, cfs, 5, j48, N, 3880, 1352, 563, 413, 69.2, 23.4, 12.7, 42.3, 45.1 4, 50, cfs, 5, j48, Y, 413, 563, 1352, 3880, 69.2, 87.3, 76.6, 74.2, 45.1 4, 50, cfs, 5, zeror, N, 4443, 1765, 0, 0, 71.6, 0.0, 0.0, 0.0, 29.3 4, 50, cfs, 5, zeror, Y, 0, 0, 1765, 4443, 71.6, 100.0, 100.0, 71.6, 29.3 4, 50, cfs, 5, oner, N, 4299, 1655, 144, 110, 71.0, 6.2, 3.2, 43.3, 33.7 4, 50, cfs, 5, oner, Y, 110, 144, 1655, 4299, 71.0, 96.8, 93.8, 72.2, 33.7 4, 50, cfs, 5, adtree, N, 4202, 1507, 241, 258, 71.8, 14.6, 5.4, 51.7, 39.5 4, 50, cfs, 5, adtree, Y, 258, 241, 1507, 4202, 71.8, 94.6, 85.4, 73.6, 39.5 4, 50, cfs, 5, bnet, N, 4123, 1467, 320, 298, 71.2, 16.9, 7.2, 48.2, 41.0 4, 50, cfs, 5, bnet, Y, 298, 320, 1467, 4123, 71.2, 92.8, 83.1, 73.8, 41.0 4, 50, cfs, 5, rbfnet, N, 4067, 1473, 376, 292, 70.2, 16.5, 8.5, 43.7, 40.7 4, 50, cfs, 5, rbfnet, Y, 292, 376, 1473, 4067, 70.2, 91.5, 83.5, 73.4, 40.7 4, 50, infogain, 1, nb, N, 2302, 1339, 564, 1038, 63.7, 43.7, 19.7, 64.8, 57.8 4, 50, infogain, 1, nb, Y, 1038, 564, 1339, 2302, 63.7, 80.3, 56.3, 63.2, 57.8 4, 50, infogain, 1, j48, N, 2269, 1477, 597, 900, 60.4, 37.9, 20.8, 60.1, 53.7 4, 50, infogain, 1, j48, Y, 900, 597, 1477, 2269, 60.4, 79.2, 62.1, 60.6, 53.7 4, 50, infogain, 1, zeror, N, 2866, 2377, 0, 0, 54.7, 0.0, 0.0, 0.0, 29.3 4, 50, infogain, 1, zeror, Y, 0, 0, 2377, 2866, 54.7, 100.0, 100.0, 54.7, 29.3 4, 50, infogain, 1, oner, N, 1678, 789, 1188, 1588, 62.3, 66.8, 41.5, 57.2, 62.4 4, 50, infogain, 1, oner, Y, 1588, 1188, 789, 1678, 62.3, 58.5, 33.2, 68.0, 62.4 4, 50, infogain, 1, adtree, N, 2134, 955, 732, 1422, 67.8, 59.8, 25.5, 66.0, 66.3 4, 50, infogain, 1, adtree, Y, 1422, 732, 955, 2134, 67.8, 74.5, 40.2, 69.1, 66.3 4, 50, infogain, 1, bnet, N, 2205, 1170, 661, 1207, 65.1, 50.8, 23.1, 64.6, 61.6 4, 50, infogain, 1, bnet, Y, 1207, 661, 1170, 2205, 65.1, 76.9, 49.2, 65.3, 61.6 4, 50, infogain, 1, rbfnet, N, 2196, 1298, 670, 1079, 62.5, 45.4, 23.4, 61.7, 58.0 4, 50, infogain, 1, rbfnet, Y, 1079, 670, 1298, 2196, 62.5, 76.6, 54.6, 62.9, 58.0 4, 50, infogain, 2, nb, N, 2663, 1244, 926, 1149, 63.7, 48.0, 25.8, 55.4, 59.0 4, 50, infogain, 2, nb, Y, 1149, 926, 1244, 2663, 63.7, 74.2, 52.0, 68.2, 59.0 4, 50, infogain, 2, j48, N, 2903, 1589, 686, 804, 62.0, 33.6, 19.1, 54.0, 51.1 4, 50, infogain, 2, j48, Y, 804, 686, 1589, 2903, 62.0, 80.9, 66.4, 64.6, 51.1 4, 50, infogain, 2, zeror, N, 3589, 2393, 0, 0, 60.0, 0.0, 0.0, 0.0, 29.3 4, 50, infogain, 2, zeror, Y, 0, 0, 2393, 3589, 60.0, 100.0, 100.0, 60.0, 29.3 4, 50, infogain, 2, oner, N, 2300, 1077, 1289, 1316, 60.4, 55.0, 35.9, 50.5, 59.3 4, 50, infogain, 2, oner, Y, 1316, 1289, 1077, 2300, 60.4, 64.1, 45.0, 68.1, 59.3 4, 50, infogain, 2, adtree, N, 2848, 1198, 741, 1195, 67.6, 49.9, 20.6, 61.7, 61.7 4, 50, infogain, 2, adtree, Y, 1195, 741, 1198, 2848, 67.6, 79.4, 50.1, 70.4, 61.7 4, 50, infogain, 2, bnet, N, 2980, 1463, 609, 930, 65.4, 38.9, 17.0, 60.4, 55.1 4, 50, infogain, 2, bnet, Y, 930, 609, 1463, 2980, 65.4, 83.0, 61.1, 67.1, 55.1 4, 50, infogain, 2, rbfnet, N, 2724, 1344, 865, 1049, 63.1, 43.8, 24.1, 54.8, 56.8 4, 50, infogain, 2, rbfnet, Y, 1049, 865, 1344, 2724, 63.1, 75.9, 56.2, 67.0, 56.8 4, 50, infogain, 3, nb, N, 3909, 1213, 924, 697, 68.3, 36.5, 19.1, 43.0, 53.1 4, 50, infogain, 3, nb, Y, 697, 924, 1213, 3909, 68.3, 80.9, 63.5, 76.3, 53.1 4, 50, infogain, 3, j48, N, 4833, 1910, 0, 0, 71.7, 0.0, 0.0, 0.0, 29.3 4, 50, infogain, 3, j48, Y, 0, 0, 1910, 4833, 71.7, 100.0, 100.0, 71.7, 29.3 4, 50, infogain, 3, zeror, N, 4833, 1910, 0, 0, 71.7, 0.0, 0.0, 0.0, 29.3 4, 50, infogain, 3, zeror, Y, 0, 0, 1910, 4833, 71.7, 100.0, 100.0, 71.7, 29.3 4, 50, infogain, 3, oner, N, 4663, 1781, 170, 129, 71.1, 6.8, 3.5, 43.1, 34.0 4, 50, infogain, 3, oner, Y, 129, 170, 1781, 4663, 71.1, 96.5, 93.2, 72.4, 34.0 4, 50, infogain, 3, adtree, N, 4607, 1679, 226, 231, 71.7, 12.1, 4.7, 50.5, 37.8 4, 50, infogain, 3, adtree, Y, 231, 226, 1679, 4607, 71.7, 95.3, 87.9, 73.3, 37.8 4, 50, infogain, 3, bnet, N, 4548, 1655, 285, 255, 71.2, 13.4, 5.9, 47.2, 38.6 4, 50, infogain, 3, bnet, Y, 255, 285, 1655, 4548, 71.2, 94.1, 86.6, 73.3, 38.6 4, 50, infogain, 3, rbfnet, N, 4510, 1657, 323, 253, 70.6, 13.2, 6.7, 43.9, 38.5 4, 50, infogain, 3, rbfnet, Y, 253, 323, 1657, 4510, 70.6, 93.3, 86.8, 73.1, 38.5 4, 50, infogain, 4, nb, N, 3851, 1197, 977, 717, 67.8, 37.5, 20.2, 42.3, 53.5 4, 50, infogain, 4, nb, Y, 717, 977, 1197, 3851, 67.8, 79.8, 62.5, 76.3, 53.5 4, 50, infogain, 4, j48, N, 4828, 1914, 0, 0, 71.6, 0.0, 0.0, 0.0, 29.3 4, 50, infogain, 4, j48, Y, 0, 0, 1914, 4828, 71.6, 100.0, 100.0, 71.6, 29.3 4, 50, infogain, 4, zeror, N, 4828, 1914, 0, 0, 71.6, 0.0, 0.0, 0.0, 29.3 4, 50, infogain, 4, zeror, Y, 0, 0, 1914, 4828, 71.6, 100.0, 100.0, 71.6, 29.3 4, 50, infogain, 4, oner, N, 4650, 1789, 178, 125, 70.8, 6.5, 3.7, 41.3, 33.9 4, 50, infogain, 4, oner, Y, 125, 178, 1789, 4650, 70.8, 96.3, 93.5, 72.2, 33.9 4, 50, infogain, 4, adtree, N, 4649, 1711, 179, 203, 72.0, 10.6, 3.7, 53.1, 36.7 4, 50, infogain, 4, adtree, Y, 203, 179, 1711, 4649, 72.0, 96.3, 89.4, 73.1, 36.7 4, 50, infogain, 4, bnet, N, 4532, 1656, 296, 258, 71.0, 13.5, 6.1, 46.6, 38.7 4, 50, infogain, 4, bnet, Y, 258, 296, 1656, 4532, 71.0, 93.9, 86.5, 73.2, 38.7 4, 50, infogain, 4, rbfnet, N, 4637, 1753, 191, 161, 71.2, 8.4, 4.0, 45.7, 35.2 4, 50, infogain, 4, rbfnet, Y, 161, 191, 1753, 4637, 71.2, 96.0, 91.6, 72.6, 35.2 4, 50, infogain, 5, nb, N, 3569, 1128, 882, 681, 67.9, 37.6, 19.8, 43.6, 53.7 4, 50, infogain, 5, nb, Y, 681, 882, 1128, 3569, 67.9, 80.2, 62.4, 76.0, 53.7 4, 50, infogain, 5, j48, N, 4451, 1809, 0, 0, 71.1, 0.0, 0.0, 0.0, 29.3 4, 50, infogain, 5, j48, Y, 0, 0, 1809, 4451, 71.1, 100.0, 100.0, 71.1, 29.3 4, 50, infogain, 5, zeror, N, 4451, 1809, 0, 0, 71.1, 0.0, 0.0, 0.0, 29.3 4, 50, infogain, 5, zeror, Y, 0, 0, 1809, 4451, 71.1, 100.0, 100.0, 71.1, 29.3 4, 50, infogain, 5, oner, N, 4302, 1677, 149, 132, 70.8, 7.3, 3.3, 47.0, 34.4 4, 50, infogain, 5, oner, Y, 132, 149, 1677, 4302, 70.8, 96.7, 92.7, 72.0, 34.4 4, 50, infogain, 5, adtree, N, 4268, 1602, 183, 207, 71.5, 11.4, 4.1, 53.1, 37.3 4, 50, infogain, 5, adtree, Y, 207, 183, 1602, 4268, 71.5, 95.9, 88.6, 72.7, 37.3 4, 50, infogain, 5, bnet, N, 4140, 1547, 311, 262, 70.3, 14.5, 7.0, 45.7, 39.3 4, 50, infogain, 5, bnet, Y, 262, 311, 1547, 4140, 70.3, 93.0, 85.5, 72.8, 39.3 4, 50, infogain, 5, rbfnet, N, 4230, 1615, 221, 194, 70.7, 10.7, 5.0, 46.7, 36.8 4, 50, infogain, 5, rbfnet, Y, 194, 221, 1615, 4230, 70.7, 95.0, 89.3, 72.4, 36.8 4, 50, oneR, 1, nb, N, 2286, 1339, 567, 1051, 63.6, 44.0, 19.9, 65.0, 58.0 4, 50, oneR, 1, nb, Y, 1051, 567, 1339, 2286, 63.6, 80.1, 56.0, 63.1, 58.0 4, 50, oneR, 1, j48, N, 2006, 1175, 847, 1215, 61.4, 50.8, 29.7, 58.9, 59.4 4, 50, oneR, 1, j48, Y, 1215, 847, 1175, 2006, 61.4, 70.3, 49.2, 63.1, 59.4 4, 50, oneR, 1, zeror, N, 2853, 2390, 0, 0, 54.4, 0.0, 0.0, 0.0, 29.3 4, 50, oneR, 1, zeror, Y, 0, 0, 2390, 2853, 54.4, 100.0, 100.0, 54.4, 29.3 4, 50, oneR, 1, oner, N, 1664, 923, 1189, 1467, 59.7, 61.4, 41.7, 55.2, 59.8 4, 50, oneR, 1, oner, Y, 1467, 1189, 923, 1664, 59.7, 58.3, 38.6, 64.3, 59.8 4, 50, oneR, 1, adtree, N, 2115, 993, 738, 1397, 67.0, 58.5, 25.9, 65.4, 65.4 4, 50, oneR, 1, adtree, Y, 1397, 738, 993, 2115, 67.0, 74.1, 41.5, 68.1, 65.4 4, 50, oneR, 1, bnet, N, 2064, 992, 789, 1398, 66.0, 58.5, 27.7, 63.9, 64.7 4, 50, oneR, 1, bnet, Y, 1398, 789, 992, 2064, 66.0, 72.3, 41.5, 67.5, 64.7 4, 50, oneR, 1, rbfnet, N, 2571, 1877, 282, 513, 58.8, 21.5, 9.9, 64.5, 44.0 4, 50, oneR, 1, rbfnet, Y, 513, 282, 1877, 2571, 58.8, 90.1, 78.5, 57.8, 44.0 4, 50, oneR, 2, nb, N, 2208, 1240, 681, 1114, 63.4, 47.3, 23.6, 62.1, 59.2 4, 50, oneR, 2, nb, Y, 1114, 681, 1240, 2208, 63.4, 76.4, 52.7, 64.0, 59.2 4, 50, oneR, 2, j48, N, 2296, 1473, 593, 881, 60.6, 37.4, 20.5, 59.8, 53.4 4, 50, oneR, 2, j48, Y, 881, 593, 1473, 2296, 60.6, 79.5, 62.6, 60.9, 53.4 4, 50, oneR, 2, zeror, N, 2889, 2354, 0, 0, 55.1, 0.0, 0.0, 0.0, 29.3 4, 50, oneR, 2, zeror, Y, 0, 0, 2354, 2889, 55.1, 100.0, 100.0, 55.1, 29.3 4, 50, oneR, 2, oner, N, 1694, 854, 1195, 1500, 60.9, 63.7, 41.4, 55.7, 61.1 4, 50, oneR, 2, oner, Y, 1500, 1195, 854, 1694, 60.9, 58.6, 36.3, 66.5, 61.1 4, 50, oneR, 2, adtree, N, 2239, 1027, 650, 1327, 68.0, 56.4, 22.5, 67.1, 65.3 4, 50, oneR, 2, adtree, Y, 1327, 650, 1027, 2239, 68.0, 77.5, 43.6, 68.6, 65.3 4, 50, oneR, 2, bnet, N, 2061, 944, 828, 1410, 66.2, 59.9, 28.7, 63.0, 65.1 4, 50, oneR, 2, bnet, Y, 1410, 828, 944, 2061, 66.2, 71.3, 40.1, 68.6, 65.1 4, 50, oneR, 2, rbfnet, N, 1920, 1196, 969, 1158, 58.7, 49.2, 33.5, 54.4, 57.0 4, 50, oneR, 2, rbfnet, Y, 1158, 969, 1196, 1920, 58.7, 66.5, 50.8, 61.6, 57.0 4, 50, oneR, 3, nb, N, 2320, 1307, 578, 1038, 64.0, 44.3, 19.9, 64.2, 58.1 4, 50, oneR, 3, nb, Y, 1038, 578, 1307, 2320, 64.0, 80.1, 55.7, 64.0, 58.1 4, 50, oneR, 3, j48, N, 2197, 1338, 701, 1007, 61.1, 42.9, 24.2, 59.0, 56.2 4, 50, oneR, 3, j48, Y, 1007, 701, 1338, 2197, 61.1, 75.8, 57.1, 62.1, 56.2 4, 50, oneR, 3, zeror, N, 2898, 2345, 0, 0, 55.3, 0.0, 0.0, 0.0, 29.3 4, 50, oneR, 3, zeror, Y, 0, 0, 2345, 2898, 55.3, 100.0, 100.0, 55.3, 29.3 4, 50, oneR, 3, oner, N, 1811, 823, 1087, 1522, 63.6, 64.9, 37.5, 58.3, 63.7 4, 50, oneR, 3, oner, Y, 1522, 1087, 823, 1811, 63.6, 62.5, 35.1, 68.8, 63.7 4, 50, oneR, 3, adtree, N, 2240, 1012, 658, 1333, 68.1, 56.8, 22.7, 67.0, 65.5 4, 50, oneR, 3, adtree, Y, 1333, 658, 1012, 2240, 68.1, 77.3, 43.2, 68.9, 65.5 4, 50, oneR, 3, bnet, N, 2127, 932, 771, 1413, 67.5, 60.3, 26.6, 64.7, 66.2 4, 50, oneR, 3, bnet, Y, 1413, 771, 932, 2127, 67.5, 73.4, 39.7, 69.5, 66.2 4, 50, oneR, 3, rbfnet, N, 2079, 1098, 819, 1247, 63.4, 53.2, 28.3, 60.4, 61.3 4, 50, oneR, 3, rbfnet, Y, 1247, 819, 1098, 2079, 63.4, 71.7, 46.8, 65.4, 61.3 4, 50, oneR, 4, nb, N, 2304, 1367, 578, 994, 62.9, 42.1, 20.1, 63.2, 56.7 4, 50, oneR, 4, nb, Y, 994, 578, 1367, 2304, 62.9, 79.9, 57.9, 62.8, 56.7 4, 50, oneR, 4, j48, N, 2123, 1284, 759, 1077, 61.0, 45.6, 26.3, 58.7, 57.3 4, 50, oneR, 4, j48, Y, 1077, 759, 1284, 2123, 61.0, 73.7, 54.4, 62.3, 57.3 4, 50, oneR, 4, zeror, N, 2882, 2361, 0, 0, 55.0, 0.0, 0.0, 0.0, 29.3 4, 50, oneR, 4, zeror, Y, 0, 0, 2361, 2882, 55.0, 100.0, 100.0, 55.0, 29.3 4, 50, oneR, 4, oner, N, 1703, 901, 1179, 1460, 60.3, 61.8, 40.9, 55.3, 60.4 4, 50, oneR, 4, oner, Y, 1460, 1179, 901, 1703, 60.3, 59.1, 38.2, 65.4, 60.4 4, 50, oneR, 4, adtree, N, 2188, 1009, 694, 1352, 67.5, 57.3, 24.1, 66.1, 65.3 4, 50, oneR, 4, adtree, Y, 1352, 694, 1009, 2188, 67.5, 75.9, 42.7, 68.4, 65.3 4, 50, oneR, 4, bnet, N, 2040, 941, 842, 1420, 66.0, 60.1, 29.2, 62.8, 65.1 4, 50, oneR, 4, bnet, Y, 1420, 842, 941, 2040, 66.0, 70.8, 39.9, 68.4, 65.1 4, 50, oneR, 4, rbfnet, N, 2080, 1128, 802, 1233, 63.2, 52.2, 27.8, 60.6, 60.9 4, 50, oneR, 4, rbfnet, Y, 1233, 802, 1128, 2080, 63.2, 72.2, 47.8, 64.8, 60.9 4, 50, oneR, 5, nb, N, 3714, 1384, 691, 433, 66.7, 23.8, 15.7, 38.5, 45.0 4, 50, oneR, 5, nb, Y, 433, 691, 1384, 3714, 66.7, 84.3, 76.2, 72.9, 45.0 4, 50, oneR, 5, j48, N, 4185, 1628, 220, 189, 70.3, 10.4, 5.0, 46.2, 36.5 4, 50, oneR, 5, j48, Y, 189, 220, 1628, 4185, 70.3, 95.0, 89.6, 72.0, 36.5 4, 50, oneR, 5, zeror, N, 4405, 1817, 0, 0, 70.8, 0.0, 0.0, 0.0, 29.3 4, 50, oneR, 5, zeror, Y, 0, 0, 1817, 4405, 70.8, 100.0, 100.0, 70.8, 29.3 4, 50, oneR, 5, oner, N, 4305, 1710, 100, 107, 70.9, 5.9, 2.3, 51.7, 33.4 4, 50, oneR, 5, oner, Y, 107, 100, 1710, 4305, 70.9, 97.7, 94.1, 71.6, 33.4 4, 50, oneR, 5, adtree, N, 4196, 1547, 209, 270, 71.8, 14.9, 4.7, 56.4, 39.7 4, 50, oneR, 5, adtree, Y, 270, 209, 1547, 4196, 71.8, 95.3, 85.1, 73.1, 39.7 4, 50, oneR, 5, bnet, N, 4156, 1615, 249, 202, 70.0, 11.1, 5.7, 44.8, 37.0 4, 50, oneR, 5, bnet, Y, 202, 249, 1615, 4156, 70.0, 94.3, 88.9, 72.0, 37.0 4, 50, oneR, 5, rbfnet, N, 4401, 1815, 4, 2, 70.8, 0.1, 0.1, 33.3, 29.4 4, 50, oneR, 5, rbfnet, Y, 2, 4, 1815, 4401, 70.8, 99.9, 99.9, 70.8, 29.4 5, 30, cfs, 1, nb, N, 2252, 1327, 630, 1034, 62.7, 43.8, 21.9, 62.1, 57.4 5, 30, cfs, 1, nb, Y, 1034, 630, 1327, 2252, 62.7, 78.1, 56.2, 62.9, 57.4 5, 30, cfs, 1, j48, N, 1836, 987, 1046, 1374, 61.2, 58.2, 36.3, 56.8, 60.9 5, 30, cfs, 1, j48, Y, 1374, 1046, 987, 1836, 61.2, 63.7, 41.8, 65.0, 60.9 5, 30, cfs, 1, zeror, N, 2882, 2361, 0, 0, 55.0, 0.0, 0.0, 0.0, 29.3 5, 30, cfs, 1, zeror, Y, 0, 0, 2361, 2882, 55.0, 100.0, 100.0, 55.0, 29.3 5, 30, cfs, 1, oner, N, 1670, 907, 1212, 1454, 59.6, 61.6, 42.1, 54.5, 59.7 5, 30, cfs, 1, oner, Y, 1454, 1212, 907, 1670, 59.6, 57.9, 38.4, 64.8, 59.7 5, 30, cfs, 1, adtree, N, 2100, 987, 782, 1374, 66.3, 58.2, 27.1, 63.7, 64.8 5, 30, cfs, 1, adtree, Y, 1374, 782, 987, 2100, 66.3, 72.9, 41.8, 68.0, 64.8 5, 30, cfs, 1, bnet, N, 2187, 1053, 695, 1308, 66.7, 55.4, 24.1, 65.3, 64.1 5, 30, cfs, 1, bnet, Y, 1308, 695, 1053, 2187, 66.7, 75.9, 44.6, 67.5, 64.1 5, 30, cfs, 1, rbfnet, N, 2018, 996, 864, 1365, 64.5, 57.8, 30.0, 61.2, 63.4 5, 30, cfs, 1, rbfnet, Y, 1365, 864, 996, 2018, 64.5, 70.0, 42.2, 67.0, 63.4 5, 30, cfs, 2, nb, N, 2289, 1345, 554, 1055, 63.8, 44.0, 19.5, 65.6, 58.0 5, 30, cfs, 2, nb, Y, 1055, 554, 1345, 2289, 63.8, 80.5, 56.0, 63.0, 58.0 5, 30, cfs, 2, j48, N, 2225, 1453, 618, 947, 60.5, 39.5, 21.7, 60.5, 54.5 5, 30, cfs, 2, j48, Y, 947, 618, 1453, 2225, 60.5, 78.3, 60.5, 60.5, 54.5 5, 30, cfs, 2, zeror, N, 2843, 2400, 0, 0, 54.2, 0.0, 0.0, 0.0, 29.3 5, 30, cfs, 2, zeror, Y, 0, 0, 2400, 2843, 54.2, 100.0, 100.0, 54.2, 29.3 5, 30, cfs, 2, oner, N, 1668, 883, 1175, 1517, 60.7, 63.2, 41.3, 56.4, 60.9 5, 30, cfs, 2, oner, Y, 1517, 1175, 883, 1668, 60.7, 58.7, 36.8, 65.4, 60.9 5, 30, cfs, 2, adtree, N, 2152, 1009, 691, 1391, 67.6, 58.0, 24.3, 66.8, 65.7 5, 30, cfs, 2, adtree, Y, 1391, 691, 1009, 2152, 67.6, 75.7, 42.0, 68.1, 65.7 5, 30, cfs, 2, bnet, N, 2174, 1026, 669, 1374, 67.7, 57.2, 23.5, 67.3, 65.5 5, 30, cfs, 2, bnet, Y, 1374, 669, 1026, 2174, 67.7, 76.5, 42.8, 67.9, 65.5 5, 30, cfs, 2, rbfnet, N, 2140, 1167, 703, 1233, 64.3, 51.4, 24.7, 63.7, 61.4 5, 30, cfs, 2, rbfnet, Y, 1233, 703, 1167, 2140, 64.3, 75.3, 48.6, 64.7, 61.4 5, 30, cfs, 4, nb, N, 3023, 1497, 570, 892, 65.4, 37.3, 15.9, 61.0, 54.3 5, 30, cfs, 4, nb, Y, 892, 570, 1497, 3023, 65.4, 84.1, 62.7, 66.9, 54.3 5, 30, cfs, 4, j48, N, 2950, 1523, 643, 866, 63.8, 36.2, 17.9, 57.4, 53.2 5, 30, cfs, 4, j48, Y, 866, 643, 1523, 2950, 63.8, 82.1, 63.8, 66.0, 53.2 5, 30, cfs, 4, zeror, N, 3593, 2389, 0, 0, 60.1, 0.0, 0.0, 0.0, 29.3 5, 30, cfs, 4, zeror, Y, 0, 0, 2389, 3593, 60.1, 100.0, 100.0, 60.1, 29.3 5, 30, cfs, 4, oner, N, 2256, 904, 1337, 1485, 62.5, 62.2, 37.2, 52.6, 62.5 5, 30, cfs, 4, oner, Y, 1485, 1337, 904, 2256, 62.5, 62.8, 37.8, 71.4, 62.5 5, 30, cfs, 4, adtree, N, 2827, 1168, 766, 1221, 67.7, 51.1, 21.3, 61.4, 62.3 5, 30, cfs, 4, adtree, Y, 1221, 766, 1168, 2827, 67.7, 78.7, 48.9, 70.8, 62.3 5, 30, cfs, 4, bnet, N, 2544, 1048, 1049, 1341, 64.9, 56.1, 29.2, 56.1, 62.7 5, 30, cfs, 4, bnet, Y, 1341, 1049, 1048, 2544, 64.9, 70.8, 43.9, 70.8, 62.7 5, 30, cfs, 4, rbfnet, N, 2894, 1398, 699, 991, 64.9, 41.5, 19.5, 58.6, 56.4 5, 30, cfs, 4, rbfnet, Y, 991, 699, 1398, 2894, 64.9, 80.5, 58.5, 67.4, 56.4 5, 30, cfs, 5, nb, N, 2653, 1257, 684, 980, 65.2, 43.8, 20.5, 58.9, 57.7 5, 30, cfs, 5, nb, Y, 980, 684, 1257, 2653, 65.2, 79.5, 56.2, 67.9, 57.7 5, 30, cfs, 5, j48, N, 2733, 1439, 604, 798, 63.3, 35.7, 18.1, 56.9, 52.7 5, 30, cfs, 5, j48, Y, 798, 604, 1439, 2733, 63.3, 81.9, 64.3, 65.5, 52.7 5, 30, cfs, 5, zeror, N, 3337, 2237, 0, 0, 59.9, 0.0, 0.0, 0.0, 29.3 5, 30, cfs, 5, zeror, Y, 0, 0, 2237, 3337, 59.9, 100.0, 100.0, 59.9, 29.3 5, 30, cfs, 5, oner, N, 2109, 838, 1228, 1399, 62.9, 62.5, 36.8, 53.3, 62.9 5, 30, cfs, 5, oner, Y, 1399, 1228, 838, 2109, 62.9, 63.2, 37.5, 71.6, 62.9 5, 30, cfs, 5, adtree, N, 2679, 1138, 658, 1099, 67.8, 49.1, 19.7, 62.5, 61.4 5, 30, cfs, 5, adtree, Y, 1099, 658, 1138, 2679, 67.8, 80.3, 50.9, 70.2, 61.4 5, 30, cfs, 5, bnet, N, 2430, 1032, 907, 1205, 65.2, 53.9, 27.2, 57.1, 62.1 5, 30, cfs, 5, bnet, Y, 1205, 907, 1032, 2430, 65.2, 72.8, 46.1, 70.2, 62.1 5, 30, cfs, 5, rbfnet, N, 2886, 1430, 451, 807, 66.3, 36.1, 13.5, 64.1, 53.8 5, 30, cfs, 5, rbfnet, Y, 807, 451, 1430, 2886, 66.3, 86.5, 63.9, 66.9, 53.8 5, 30, infogain, 1, nb, N, 2339, 1372, 555, 977, 63.2, 41.6, 19.2, 63.8, 56.5 5, 30, infogain, 1, nb, Y, 977, 555, 1372, 2339, 63.2, 80.8, 58.4, 63.0, 56.5 5, 30, infogain, 1, j48, N, 2146, 1326, 748, 1023, 60.4, 43.6, 25.8, 57.8, 56.1 5, 30, infogain, 1, j48, Y, 1023, 748, 1326, 2146, 60.4, 74.2, 56.4, 61.8, 56.1 5, 30, infogain, 1, zeror, N, 2894, 2349, 0, 0, 55.2, 0.0, 0.0, 0.0, 29.3 5, 30, infogain, 1, zeror, Y, 0, 0, 2349, 2894, 55.2, 100.0, 100.0, 55.2, 29.3 5, 30, infogain, 1, oner, N, 1693, 952, 1201, 1397, 58.9, 59.5, 41.5, 53.8, 59.0 5, 30, infogain, 1, oner, Y, 1397, 1201, 952, 1693, 58.9, 58.5, 40.5, 64.0, 59.0 5, 30, infogain, 1, adtree, N, 2112, 944, 782, 1405, 67.1, 59.8, 27.0, 64.2, 65.8 5, 30, infogain, 1, adtree, Y, 1405, 782, 944, 2112, 67.1, 73.0, 40.2, 69.1, 65.8 5, 30, infogain, 1, bnet, N, 2251, 1175, 643, 1174, 65.3, 50.0, 22.2, 64.6, 61.3 5, 30, infogain, 1, bnet, Y, 1174, 643, 1175, 2251, 65.3, 77.8, 50.0, 65.7, 61.3 5, 30, infogain, 1, rbfnet, N, 2178, 1348, 716, 1001, 60.6, 42.6, 24.7, 58.3, 55.8 5, 30, infogain, 1, rbfnet, Y, 1001, 716, 1348, 2178, 60.6, 75.3, 57.4, 61.8, 55.8 5, 30, infogain, 4, nb, N, 2913, 1525, 656, 888, 63.5, 36.8, 18.4, 57.5, 53.5 5, 30, infogain, 4, nb, Y, 888, 656, 1525, 2913, 63.5, 81.6, 63.2, 65.6, 53.5 5, 30, infogain, 4, j48, N, 2907, 1643, 662, 770, 61.5, 31.9, 18.5, 53.8, 50.1 5, 30, infogain, 4, j48, Y, 770, 662, 1643, 2907, 61.5, 81.5, 68.1, 63.9, 50.1 5, 30, infogain, 4, zeror, N, 3569, 2413, 0, 0, 59.7, 0.0, 0.0, 0.0, 29.3 5, 30, infogain, 4, zeror, Y, 0, 0, 2413, 3569, 59.7, 100.0, 100.0, 59.7, 29.3 5, 30, infogain, 4, oner, N, 2292, 1109, 1277, 1304, 60.1, 54.0, 35.8, 50.5, 58.8 5, 30, infogain, 4, oner, Y, 1304, 1277, 1109, 2292, 60.1, 64.2, 46.0, 67.4, 58.8 5, 30, infogain, 4, adtree, N, 2867, 1318, 702, 1095, 66.2, 45.4, 19.7, 60.9, 58.9 5, 30, infogain, 4, adtree, Y, 1095, 702, 1318, 2867, 66.2, 80.3, 54.6, 68.5, 58.9 5, 30, infogain, 4, bnet, N, 2918, 1489, 651, 924, 64.2, 38.3, 18.2, 58.7, 54.5 5, 30, infogain, 4, bnet, Y, 924, 651, 1489, 2918, 64.2, 81.8, 61.7, 66.2, 54.5 5, 30, infogain, 4, rbfnet, N, 2843, 1553, 726, 860, 61.9, 35.6, 20.3, 54.2, 52.3 5, 30, infogain, 4, rbfnet, Y, 860, 726, 1553, 2843, 61.9, 79.7, 64.4, 64.7, 52.3 5, 30, infogain, 5, nb, N, 2846, 1421, 524, 816, 65.3, 36.5, 15.5, 60.9, 53.8 5, 30, infogain, 5, nb, Y, 816, 524, 1421, 2846, 65.3, 84.5, 63.5, 66.7, 53.8 5, 30, infogain, 5, j48, N, 2673, 1455, 697, 782, 61.6, 35.0, 20.7, 52.9, 51.7 5, 30, infogain, 5, j48, Y, 782, 697, 1455, 2673, 61.6, 79.3, 65.0, 64.8, 51.7 5, 30, infogain, 5, zeror, N, 3370, 2237, 0, 0, 60.1, 0.0, 0.0, 0.0, 29.3 5, 30, infogain, 5, zeror, Y, 0, 0, 2237, 3370, 60.1, 100.0, 100.0, 60.1, 29.3 5, 30, infogain, 5, oner, N, 2156, 961, 1214, 1276, 61.2, 57.0, 36.0, 51.2, 60.4 5, 30, infogain, 5, oner, Y, 1276, 1214, 961, 2156, 61.2, 64.0, 43.0, 69.2, 60.4 5, 30, infogain, 5, adtree, N, 2844, 1296, 526, 941, 67.5, 42.1, 15.6, 64.1, 57.6 5, 30, infogain, 5, adtree, Y, 941, 526, 1296, 2844, 67.5, 84.4, 57.9, 68.7, 57.6 5, 30, infogain, 5, bnet, N, 2823, 1377, 547, 860, 65.7, 38.4, 16.2, 61.1, 55.0 5, 30, infogain, 5, bnet, Y, 860, 547, 1377, 2823, 65.7, 83.8, 61.6, 67.2, 55.0 5, 30, infogain, 5, rbfnet, N, 2898, 1579, 472, 658, 63.4, 29.4, 14.0, 58.2, 49.1 5, 30, infogain, 5, rbfnet, Y, 658, 472, 1579, 2898, 63.4, 86.0, 70.6, 64.7, 49.1 5, 30, chisquared, 1, nb, N, 2382, 1351, 541, 969, 63.9, 41.8, 18.5, 64.2, 56.8 5, 30, chisquared, 1, nb, Y, 969, 541, 1351, 2382, 63.9, 81.5, 58.2, 63.8, 56.8 5, 30, chisquared, 1, j48, N, 1865, 981, 1058, 1339, 61.1, 57.7, 36.2, 55.9, 60.6 5, 30, chisquared, 1, j48, Y, 1339, 1058, 981, 1865, 61.1, 63.8, 42.3, 65.5, 60.6 5, 30, chisquared, 1, zeror, N, 2923, 2320, 0, 0, 55.8, 0.0, 0.0, 0.0, 29.3 5, 30, chisquared, 1, zeror, Y, 0, 0, 2320, 2923, 55.8, 100.0, 100.0, 55.8, 29.3 5, 30, chisquared, 1, oner, N, 1694, 872, 1229, 1448, 59.9, 62.4, 42.0, 54.1, 60.1 5, 30, chisquared, 1, oner, Y, 1448, 1229, 872, 1694, 59.9, 58.0, 37.6, 66.0, 60.1 5, 30, chisquared, 1, adtree, N, 2113, 886, 810, 1434, 67.7, 61.8, 27.7, 63.9, 66.6 5, 30, chisquared, 1, adtree, Y, 1434, 810, 886, 2113, 67.7, 72.3, 38.2, 70.5, 66.6 5, 30, chisquared, 1, bnet, N, 2273, 1175, 650, 1145, 65.2, 49.4, 22.2, 63.8, 60.9 5, 30, chisquared, 1, bnet, Y, 1145, 650, 1175, 2273, 65.2, 77.8, 50.6, 65.9, 60.9 5, 30, chisquared, 1, rbfnet, N, 1839, 1078, 1084, 1242, 58.8, 53.5, 37.1, 53.4, 58.0 5, 30, chisquared, 1, rbfnet, Y, 1242, 1084, 1078, 1839, 58.8, 62.9, 46.5, 63.0, 58.0 5, 30, chisquared, 2, nb, N, 2347, 1445, 498, 953, 62.9, 39.7, 17.5, 65.7, 55.6 5, 30, chisquared, 2, nb, Y, 953, 498, 1445, 2347, 62.9, 82.5, 60.3, 61.9, 55.6 5, 30, chisquared, 2, j48, N, 1889, 1036, 956, 1362, 62.0, 56.8, 33.6, 58.8, 61.3 5, 30, chisquared, 2, j48, Y, 1362, 956, 1036, 1889, 62.0, 66.4, 43.2, 64.6, 61.3 5, 30, chisquared, 2, zeror, N, 2845, 2398, 0, 0, 54.3, 0.0, 0.0, 0.0, 29.3 5, 30, chisquared, 2, zeror, Y, 0, 0, 2398, 2845, 54.3, 100.0, 100.0, 54.3, 29.3 5, 30, chisquared, 2, oner, N, 1700, 910, 1145, 1488, 60.8, 62.1, 40.2, 56.5, 60.9 5, 30, chisquared, 2, oner, Y, 1488, 1145, 910, 1700, 60.8, 59.8, 37.9, 65.1, 60.9 5, 30, chisquared, 2, adtree, N, 2140, 1052, 705, 1346, 66.5, 56.1, 24.8, 65.6, 64.4 5, 30, chisquared, 2, adtree, Y, 1346, 705, 1052, 2140, 66.5, 75.2, 43.9, 67.0, 64.4 5, 30, chisquared, 2, bnet, N, 2241, 1206, 604, 1192, 65.5, 49.7, 21.2, 66.4, 61.4 5, 30, chisquared, 2, bnet, Y, 1192, 604, 1206, 2241, 65.5, 78.8, 50.3, 65.0, 61.4 5, 30, chisquared, 2, rbfnet, N, 2043, 1285, 802, 1113, 60.2, 46.4, 28.2, 58.1, 57.2 5, 30, chisquared, 2, rbfnet, Y, 1113, 802, 1285, 2043, 60.2, 71.8, 53.6, 61.4, 57.2 5, 30, chisquared, 3, nb, N, 2304, 1330, 569, 1040, 63.8, 43.9, 19.8, 64.6, 57.9 5, 30, chisquared, 3, nb, Y, 1040, 569, 1330, 2304, 63.8, 80.2, 56.1, 63.4, 57.9 5, 30, chisquared, 3, j48, N, 2136, 1306, 737, 1064, 61.0, 44.9, 25.7, 59.1, 57.0 5, 30, chisquared, 3, j48, Y, 1064, 737, 1306, 2136, 61.0, 74.3, 55.1, 62.1, 57.0 5, 30, chisquared, 3, zeror, N, 2873, 2370, 0, 0, 54.8, 0.0, 0.0, 0.0, 29.3 5, 30, chisquared, 3, zeror, Y, 0, 0, 2370, 2873, 54.8, 100.0, 100.0, 54.8, 29.3 5, 30, chisquared, 3, oner, N, 1661, 850, 1212, 1520, 60.7, 64.1, 42.2, 55.6, 60.8 5, 30, chisquared, 3, oner, Y, 1520, 1212, 850, 1661, 60.7, 57.8, 35.9, 66.1, 60.8 5, 30, chisquared, 3, adtree, N, 2137, 932, 736, 1438, 68.2, 60.7, 25.6, 66.1, 66.8 5, 30, chisquared, 3, adtree, Y, 1438, 736, 932, 2137, 68.2, 74.4, 39.3, 69.6, 66.8 5, 30, chisquared, 3, bnet, N, 2227, 1137, 646, 1233, 66.0, 52.0, 22.5, 65.6, 62.5 5, 30, chisquared, 3, bnet, Y, 1233, 646, 1137, 2227, 66.0, 77.5, 48.0, 66.2, 62.5 5, 30, chisquared, 3, rbfnet, N, 2125, 1404, 748, 966, 59.0, 40.8, 26.0, 56.4, 54.2 5, 30, chisquared, 3, rbfnet, Y, 966, 748, 1404, 2125, 59.0, 74.0, 59.2, 60.2, 54.2 5, 30, chisquared, 4, nb, N, 2773, 1322, 831, 1056, 64.0, 44.4, 23.1, 56.0, 57.4 5, 30, chisquared, 4, nb, Y, 1056, 831, 1322, 2773, 64.0, 76.9, 55.6, 67.7, 57.4 5, 30, chisquared, 4, j48, N, 2966, 1636, 638, 742, 62.0, 31.2, 17.7, 53.8, 49.8 5, 30, chisquared, 4, j48, Y, 742, 638, 1636, 2966, 62.0, 82.3, 68.8, 64.5, 49.8 5, 30, chisquared, 4, zeror, N, 3604, 2378, 0, 0, 60.2, 0.0, 0.0, 0.0, 29.3 5, 30, chisquared, 4, zeror, Y, 0, 0, 2378, 3604, 60.2, 100.0, 100.0, 60.2, 29.3 5, 30, chisquared, 4, oner, N, 2274, 875, 1330, 1503, 63.1, 63.2, 36.9, 53.1, 63.2 5, 30, chisquared, 4, oner, Y, 1503, 1330, 875, 2274, 63.1, 63.1, 36.8, 72.2, 63.2 5, 30, chisquared, 4, adtree, N, 2802, 1104, 802, 1274, 68.1, 53.6, 22.3, 61.4, 63.6 5, 30, chisquared, 4, adtree, Y, 1274, 802, 1104, 2802, 68.1, 77.7, 46.4, 71.7, 63.6 5, 30, chisquared, 4, bnet, N, 3025, 1544, 579, 834, 64.5, 35.1, 16.1, 59.0, 52.7 5, 30, chisquared, 4, bnet, Y, 834, 579, 1544, 3025, 64.5, 83.9, 64.9, 66.2, 52.7 5, 30, chisquared, 4, rbfnet, N, 3040, 1756, 564, 622, 61.2, 26.2, 15.6, 52.4, 46.6 5, 30, chisquared, 4, rbfnet, Y, 622, 564, 1756, 3040, 61.2, 84.4, 73.8, 63.4, 46.6 5, 30, chisquared, 5, nb, N, 3443, 994, 1001, 785, 67.9, 44.1, 22.5, 44.0, 57.4 5, 30, chisquared, 5, nb, Y, 785, 1001, 994, 3443, 67.9, 77.5, 55.9, 77.6, 57.4 5, 30, chisquared, 5, j48, N, 4444, 1779, 0, 0, 71.4, 0.0, 0.0, 0.0, 29.3 5, 30, chisquared, 5, j48, Y, 0, 0, 1779, 4444, 71.4, 100.0, 100.0, 71.4, 29.3 5, 30, chisquared, 5, zeror, N, 4444, 1779, 0, 0, 71.4, 0.0, 0.0, 0.0, 29.3 5, 30, chisquared, 5, zeror, Y, 0, 0, 1779, 4444, 71.4, 100.0, 100.0, 71.4, 29.3 5, 30, chisquared, 5, oner, N, 4288, 1664, 156, 115, 70.8, 6.5, 3.5, 42.4, 33.8 5, 30, chisquared, 5, oner, Y, 115, 156, 1664, 4288, 70.8, 96.5, 93.5, 72.0, 33.8 5, 30, chisquared, 5, adtree, N, 4155, 1385, 289, 394, 73.1, 22.1, 6.5, 57.7, 44.8 5, 30, chisquared, 5, adtree, Y, 394, 289, 1385, 4155, 73.1, 93.5, 77.9, 75.0, 44.8 5, 30, chisquared, 5, bnet, N, 3988, 1309, 456, 470, 71.6, 26.4, 10.3, 50.8, 47.5 5, 30, chisquared, 5, bnet, Y, 470, 456, 1309, 3988, 71.6, 89.7, 73.6, 75.3, 47.5 5, 30, chisquared, 5, rbfnet, N, 4274, 1604, 170, 175, 71.5, 9.8, 3.8, 50.7, 36.2 5, 30, chisquared, 5, rbfnet, Y, 175, 170, 1604, 4274, 71.5, 96.2, 90.2, 72.7, 36.2 5, 30, oneR, 1, nb, N, 2402, 1417, 494, 930, 63.6, 39.6, 17.1, 65.3, 55.6 5, 30, oneR, 1, nb, Y, 930, 494, 1417, 2402, 63.6, 82.9, 60.4, 62.9, 55.6 5, 30, oneR, 1, j48, N, 2013, 1060, 883, 1287, 62.9, 54.8, 30.5, 59.3, 61.5 5, 30, oneR, 1, j48, Y, 1287, 883, 1060, 2013, 62.9, 69.5, 45.2, 65.5, 61.5 5, 30, oneR, 1, zeror, N, 2896, 2347, 0, 0, 55.2, 0.0, 0.0, 0.0, 29.3 5, 30, oneR, 1, zeror, Y, 0, 0, 2347, 2896, 55.2, 100.0, 100.0, 55.2, 29.3 5, 30, oneR, 1, oner, N, 1781, 830, 1115, 1517, 62.9, 64.6, 38.5, 57.6, 63.0 5, 30, oneR, 1, oner, Y, 1517, 1115, 830, 1781, 62.9, 61.5, 35.4, 68.2, 63.0 5, 30, oneR, 1, adtree, N, 2313, 1095, 583, 1252, 68.0, 53.3, 20.1, 68.2, 64.1 5, 30, oneR, 1, adtree, Y, 1252, 583, 1095, 2313, 68.0, 79.9, 46.7, 67.9, 64.1 5, 30, oneR, 1, bnet, N, 1987, 848, 909, 1499, 66.5, 63.9, 31.4, 62.3, 66.2 5, 30, oneR, 1, bnet, Y, 1499, 909, 848, 1987, 66.5, 68.6, 36.1, 70.1, 66.2 5, 30, oneR, 1, rbfnet, N, 2475, 1541, 421, 806, 62.6, 34.3, 14.5, 65.7, 52.4 5, 30, oneR, 1, rbfnet, Y, 806, 421, 1541, 2475, 62.6, 85.5, 65.7, 61.6, 52.4 5, 30, oneR, 2, nb, N, 2306, 1433, 557, 947, 62.0, 39.8, 19.5, 63.0, 55.3 5, 30, oneR, 2, nb, Y, 947, 557, 1433, 2306, 62.0, 80.5, 60.2, 61.7, 55.3 5, 30, oneR, 2, j48, N, 2110, 1168, 753, 1212, 63.4, 50.9, 26.3, 61.7, 60.6 5, 30, oneR, 2, j48, Y, 1212, 753, 1168, 2110, 63.4, 73.7, 49.1, 64.4, 60.6 5, 30, oneR, 2, zeror, N, 2863, 2380, 0, 0, 54.6, 0.0, 0.0, 0.0, 29.3 5, 30, oneR, 2, zeror, Y, 0, 0, 2380, 2863, 54.6, 100.0, 100.0, 54.6, 29.3 5, 30, oneR, 2, oner, N, 1714, 811, 1149, 1569, 62.6, 65.9, 40.1, 57.7, 62.8 5, 30, oneR, 2, oner, Y, 1569, 1149, 811, 1714, 62.6, 59.9, 34.1, 67.9, 62.8 5, 30, oneR, 2, adtree, N, 2161, 1028, 702, 1352, 67.0, 56.8, 24.5, 65.8, 64.9 5, 30, oneR, 2, adtree, Y, 1352, 702, 1028, 2161, 67.0, 75.5, 43.2, 67.8, 64.9 5, 30, oneR, 2, bnet, N, 1950, 870, 913, 1510, 66.0, 63.4, 31.9, 62.3, 65.7 5, 30, oneR, 2, bnet, Y, 1510, 913, 870, 1950, 66.0, 68.1, 36.6, 69.1, 65.7 5, 30, oneR, 2, rbfnet, N, 2073, 1192, 790, 1188, 62.2, 49.9, 27.6, 60.1, 59.6 5, 30, oneR, 2, rbfnet, Y, 1188, 790, 1192, 2073, 62.2, 72.4, 50.1, 63.5, 59.6 5, 30, oneR, 3, nb, N, 2447, 1403, 525, 868, 63.2, 38.2, 17.7, 62.3, 54.6 5, 30, oneR, 3, nb, Y, 868, 525, 1403, 2447, 63.2, 82.3, 61.8, 63.6, 54.6 5, 30, oneR, 3, j48, N, 2139, 1122, 833, 1149, 62.7, 50.6, 28.0, 58.0, 59.8 5, 30, oneR, 3, j48, Y, 1149, 833, 1122, 2139, 62.7, 72.0, 49.4, 65.6, 59.8 5, 30, oneR, 3, zeror, N, 2972, 2271, 0, 0, 56.7, 0.0, 0.0, 0.0, 29.3 5, 30, oneR, 3, zeror, Y, 0, 0, 2271, 2972, 56.7, 100.0, 100.0, 56.7, 29.3 5, 30, oneR, 3, oner, N, 1711, 846, 1261, 1425, 59.8, 62.7, 42.4, 53.1, 60.1 5, 30, oneR, 3, oner, Y, 1425, 1261, 846, 1711, 59.8, 57.6, 37.3, 66.9, 60.1 5, 30, oneR, 3, adtree, N, 2233, 953, 739, 1318, 67.7, 58.0, 24.9, 64.1, 65.5 5, 30, oneR, 3, adtree, Y, 1318, 739, 953, 2233, 67.7, 75.1, 42.0, 70.1, 65.5 5, 30, oneR, 3, bnet, N, 2034, 799, 938, 1472, 66.9, 64.8, 31.6, 61.1, 66.6 5, 30, oneR, 3, bnet, Y, 1472, 938, 799, 2034, 66.9, 68.4, 35.2, 71.8, 66.6 5, 30, oneR, 3, rbfnet, N, 2522, 1488, 450, 783, 63.0, 34.5, 15.1, 63.5, 52.4 5, 30, oneR, 3, rbfnet, Y, 783, 450, 1488, 2522, 63.0, 84.9, 65.5, 62.9, 52.4 5, 30, oneR, 4, nb, N, 2290, 1397, 582, 974, 62.3, 41.1, 20.3, 62.6, 55.9 5, 30, oneR, 4, nb, Y, 974, 582, 1397, 2290, 62.3, 79.7, 58.9, 62.1, 55.9 5, 30, oneR, 4, j48, N, 2115, 1164, 757, 1207, 63.4, 50.9, 26.4, 61.5, 60.6 5, 30, oneR, 4, j48, Y, 1207, 757, 1164, 2115, 63.4, 73.6, 49.1, 64.5, 60.6 5, 30, oneR, 4, zeror, N, 2872, 2371, 0, 0, 54.8, 0.0, 0.0, 0.0, 29.3 5, 30, oneR, 4, zeror, Y, 0, 0, 2371, 2872, 54.8, 100.0, 100.0, 54.8, 29.3 5, 30, oneR, 4, oner, N, 1731, 818, 1141, 1553, 62.6, 65.5, 39.7, 57.6, 62.8 5, 30, oneR, 4, oner, Y, 1553, 1141, 818, 1731, 62.6, 60.3, 34.5, 67.9, 62.8 5, 30, oneR, 4, adtree, N, 2187, 1012, 685, 1359, 67.6, 57.3, 23.9, 66.5, 65.4 5, 30, oneR, 4, adtree, Y, 1359, 685, 1012, 2187, 67.6, 76.1, 42.7, 68.4, 65.4 5, 30, oneR, 4, bnet, N, 1982, 852, 890, 1519, 66.8, 64.1, 31.0, 63.1, 66.4 5, 30, oneR, 4, bnet, Y, 1519, 890, 852, 1982, 66.8, 69.0, 35.9, 69.9, 66.4 5, 30, oneR, 4, rbfnet, N, 2187, 1312, 685, 1059, 61.9, 44.7, 23.9, 60.7, 57.4 5, 30, oneR, 4, rbfnet, Y, 1059, 685, 1312, 2187, 61.9, 76.1, 55.3, 62.5, 57.4 5, 30, oneR, 5, nb, N, 2156, 1381, 486, 901, 62.1, 39.5, 18.4, 65.0, 55.3 5, 30, oneR, 5, nb, Y, 901, 486, 1381, 2156, 62.1, 81.6, 60.5, 61.0, 55.3 5, 30, oneR, 5, j48, N, 1979, 1160, 663, 1122, 63.0, 49.2, 25.1, 62.9, 59.9 5, 30, oneR, 5, j48, Y, 1122, 663, 1160, 1979, 63.0, 74.9, 50.8, 63.0, 59.9 5, 30, oneR, 5, zeror, N, 2642, 2282, 0, 0, 53.7, 0.0, 0.0, 0.0, 29.3 5, 30, oneR, 5, zeror, Y, 0, 0, 2282, 2642, 53.7, 100.0, 100.0, 53.7, 29.3 5, 30, oneR, 5, oner, N, 1520, 771, 1122, 1511, 61.6, 66.2, 42.5, 57.4, 61.6 5, 30, oneR, 5, oner, Y, 1511, 1122, 771, 1520, 61.6, 57.5, 33.8, 66.3, 61.6 5, 30, oneR, 5, adtree, N, 2077, 1082, 565, 1200, 66.6, 52.6, 21.4, 68.0, 63.2 5, 30, oneR, 5, adtree, Y, 1200, 565, 1082, 2077, 66.6, 78.6, 47.4, 65.7, 63.2 5, 30, oneR, 5, bnet, N, 1818, 867, 824, 1415, 65.7, 62.0, 31.2, 63.2, 65.2 5, 30, oneR, 5, bnet, Y, 1415, 824, 867, 1818, 65.7, 68.8, 38.0, 67.7, 65.2 5, 30, oneR, 5, rbfnet, N, 2143, 1270, 499, 1012, 64.1, 44.3, 18.9, 67.0, 58.4 5, 30, oneR, 5, rbfnet, Y, 1012, 499, 1270, 2143, 64.1, 81.1, 55.7, 62.8, 58.4 5, 35, cfs, 1, nb, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 35, cfs, 1, nb, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 35, cfs, 1, j48, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 35, cfs, 1, j48, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 35, cfs, 1, zeror, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 35, cfs, 1, zeror, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 35, cfs, 1, oner, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 35, cfs, 1, oner, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 35, cfs, 1, adtree, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 35, cfs, 1, adtree, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 35, cfs, 1, bnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 35, cfs, 1, bnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 35, cfs, 1, rbfnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 35, cfs, 1, rbfnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 35, cfs, 2, nb, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 35, cfs, 2, nb, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 35, cfs, 2, j48, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 35, cfs, 2, j48, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 35, cfs, 2, zeror, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 35, cfs, 2, zeror, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 35, cfs, 2, oner, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 35, cfs, 2, oner, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 35, cfs, 2, adtree, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 35, cfs, 2, adtree, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 35, cfs, 2, bnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 35, cfs, 2, bnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 35, cfs, 2, rbfnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 35, cfs, 2, rbfnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 35, cfs, 3, nb, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 35, cfs, 3, nb, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 35, cfs, 3, j48, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 35, cfs, 3, j48, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 35, cfs, 3, zeror, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 35, cfs, 3, zeror, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 35, cfs, 3, oner, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 35, cfs, 3, oner, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 35, cfs, 3, adtree, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 35, cfs, 3, adtree, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 35, cfs, 3, bnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 35, cfs, 3, bnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 35, cfs, 3, rbfnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 35, cfs, 3, rbfnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 35, cfs, 4, nb, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 35, cfs, 4, nb, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 35, cfs, 4, j48, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 35, cfs, 4, j48, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 35, cfs, 4, zeror, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 35, cfs, 4, zeror, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 35, cfs, 4, oner, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 35, cfs, 4, oner, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 35, cfs, 4, adtree, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 35, cfs, 4, adtree, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 35, cfs, 4, bnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 35, cfs, 4, bnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 35, cfs, 4, rbfnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 35, cfs, 4, rbfnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 35, infogain, 1, nb, N, 2228, 1293, 652, 1070, 62.9, 45.3, 22.6, 62.1, 58.1 5, 35, infogain, 1, nb, Y, 1070, 652, 1293, 2228, 62.9, 77.4, 54.7, 63.3, 58.1 5, 35, infogain, 1, j48, N, 2231, 1422, 649, 941, 60.5, 39.8, 22.5, 59.2, 54.6 5, 35, infogain, 1, j48, Y, 941, 649, 1422, 2231, 60.5, 77.5, 60.2, 61.1, 54.6 5, 35, infogain, 1, zeror, N, 2880, 2363, 0, 0, 54.9, 0.0, 0.0, 0.0, 29.3 5, 35, infogain, 1, zeror, Y, 0, 0, 2363, 2880, 54.9, 100.0, 100.0, 54.9, 29.3 5, 35, infogain, 1, oner, N, 1697, 834, 1183, 1529, 61.5, 64.7, 41.1, 56.4, 61.7 5, 35, infogain, 1, oner, Y, 1529, 1183, 834, 1697, 61.5, 58.9, 35.3, 67.0, 61.7 5, 35, infogain, 1, adtree, N, 2224, 1038, 656, 1325, 67.7, 56.1, 22.8, 66.9, 65.0 5, 35, infogain, 1, adtree, Y, 1325, 656, 1038, 2224, 67.7, 77.2, 43.9, 68.2, 65.0 5, 35, infogain, 1, bnet, N, 2202, 1129, 678, 1234, 65.5, 52.2, 23.5, 64.5, 62.3 5, 35, infogain, 1, bnet, Y, 1234, 678, 1129, 2202, 65.5, 76.5, 47.8, 66.1, 62.3 5, 35, infogain, 1, rbfnet, N, 2090, 1237, 790, 1126, 61.3, 47.7, 27.4, 58.8, 58.2 5, 35, infogain, 1, rbfnet, Y, 1126, 790, 1237, 2090, 61.3, 72.6, 52.3, 62.8, 58.2 5, 35, infogain, 2, nb, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 35, infogain, 2, nb, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 35, infogain, 2, j48, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 35, infogain, 2, j48, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 35, infogain, 2, zeror, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 35, infogain, 2, zeror, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 35, infogain, 2, oner, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 35, infogain, 2, oner, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 35, infogain, 2, adtree, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 35, infogain, 2, adtree, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 35, infogain, 2, bnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 35, infogain, 2, bnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 35, infogain, 2, rbfnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 35, infogain, 2, rbfnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 35, infogain, 3, nb, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 35, infogain, 3, nb, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 35, infogain, 3, j48, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 35, infogain, 3, j48, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 35, infogain, 3, zeror, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 35, infogain, 3, zeror, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 35, infogain, 3, oner, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 35, infogain, 3, oner, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 35, infogain, 3, adtree, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 35, infogain, 3, adtree, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 35, infogain, 3, bnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 35, infogain, 3, bnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 35, infogain, 3, rbfnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 35, infogain, 3, rbfnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 35, chisquared, 1, nb, N, 2345, 1424, 488, 986, 63.5, 40.9, 17.2, 66.9, 56.5 5, 35, chisquared, 1, nb, Y, 986, 488, 1424, 2345, 63.5, 82.8, 59.1, 62.2, 56.5 5, 35, chisquared, 1, j48, N, 1866, 1079, 967, 1331, 61.0, 55.2, 34.1, 57.9, 60.2 5, 35, chisquared, 1, j48, Y, 1331, 967, 1079, 1866, 61.0, 65.9, 44.8, 63.4, 60.2 5, 35, chisquared, 1, zeror, N, 2833, 2410, 0, 0, 54.0, 0.0, 0.0, 0.0, 29.3 5, 35, chisquared, 1, zeror, Y, 0, 0, 2410, 2833, 54.0, 100.0, 100.0, 54.0, 29.3 5, 35, chisquared, 1, oner, N, 1667, 877, 1166, 1533, 61.0, 63.6, 41.2, 56.8, 61.2 5, 35, chisquared, 1, oner, Y, 1533, 1166, 877, 1667, 61.0, 58.8, 36.4, 65.5, 61.2 5, 35, chisquared, 1, adtree, N, 2160, 1115, 673, 1295, 65.9, 53.7, 23.8, 65.8, 63.2 5, 35, chisquared, 1, adtree, Y, 1295, 673, 1115, 2160, 65.9, 76.2, 46.3, 66.0, 63.2 5, 35, chisquared, 1, bnet, N, 2217, 1186, 616, 1224, 65.6, 50.8, 21.7, 66.5, 62.0 5, 35, chisquared, 1, bnet, Y, 1224, 616, 1186, 2217, 65.6, 78.3, 49.2, 65.1, 62.0 5, 35, chisquared, 1, rbfnet, N, 2107, 1347, 726, 1063, 60.5, 44.1, 25.6, 59.4, 56.5 5, 35, chisquared, 1, rbfnet, Y, 1063, 726, 1347, 2107, 60.5, 74.4, 55.9, 61.0, 56.5 5, 35, chisquared, 2, nb, N, 3369, 949, 1417, 1007, 64.9, 51.5, 29.6, 41.5, 59.8 5, 35, chisquared, 2, nb, Y, 1007, 1417, 949, 3369, 64.9, 70.4, 48.5, 78.0, 59.8 5, 35, chisquared, 2, j48, N, 4716, 1889, 70, 67, 70.9, 3.4, 1.5, 48.9, 31.7 5, 35, chisquared, 2, j48, Y, 67, 70, 1889, 4716, 70.9, 98.5, 96.6, 71.4, 31.7 5, 35, chisquared, 2, zeror, N, 4786, 1956, 0, 0, 71.0, 0.0, 0.0, 0.0, 29.3 5, 35, chisquared, 2, zeror, Y, 0, 0, 1956, 4786, 71.0, 100.0, 100.0, 71.0, 29.3 5, 35, chisquared, 2, oner, N, 4604, 1819, 182, 137, 70.3, 7.0, 3.8, 42.9, 34.2 5, 35, chisquared, 2, oner, Y, 137, 182, 1819, 4604, 70.3, 96.2, 93.0, 71.7, 34.2 5, 35, chisquared, 2, adtree, N, 4480, 1567, 306, 389, 72.2, 19.9, 6.4, 56.0, 43.2 5, 35, chisquared, 2, adtree, Y, 389, 306, 1567, 4480, 72.2, 93.6, 80.1, 74.1, 43.2 5, 35, chisquared, 2, bnet, N, 4173, 1293, 613, 663, 71.7, 33.9, 12.8, 52.0, 52.4 5, 35, chisquared, 2, bnet, Y, 663, 613, 1293, 4173, 71.7, 87.2, 66.1, 76.3, 52.4 5, 35, chisquared, 2, rbfnet, N, 4786, 1956, 0, 0, 71.0, 0.0, 0.0, 0.0, 29.3 5, 35, chisquared, 2, rbfnet, Y, 0, 0, 1956, 4786, 71.0, 100.0, 100.0, 71.0, 29.3 5, 35, chisquared, 3, nb, N, 3323, 919, 1472, 1029, 64.5, 52.8, 30.7, 41.1, 60.2 5, 35, chisquared, 3, nb, Y, 1029, 1472, 919, 3323, 64.5, 69.3, 47.2, 78.3, 60.2 5, 35, chisquared, 3, j48, N, 4795, 1948, 0, 0, 71.1, 0.0, 0.0, 0.0, 29.3 5, 35, chisquared, 3, j48, Y, 0, 0, 1948, 4795, 71.1, 100.0, 100.0, 71.1, 29.3 5, 35, chisquared, 3, zeror, N, 4795, 1948, 0, 0, 71.1, 0.0, 0.0, 0.0, 29.3 5, 35, chisquared, 3, zeror, Y, 0, 0, 1948, 4795, 71.1, 100.0, 100.0, 71.1, 29.3 5, 35, chisquared, 3, oner, N, 4653, 1803, 142, 145, 71.2, 7.4, 3.0, 50.5, 34.5 5, 35, chisquared, 3, oner, Y, 145, 142, 1803, 4653, 71.2, 97.0, 92.6, 72.1, 34.5 5, 35, chisquared, 3, adtree, N, 4465, 1529, 330, 419, 72.4, 21.5, 6.9, 55.9, 44.3 5, 35, chisquared, 3, adtree, Y, 419, 330, 1529, 4465, 72.4, 93.1, 78.5, 74.5, 44.3 5, 35, chisquared, 3, bnet, N, 4181, 1305, 614, 643, 71.5, 33.0, 12.8, 51.2, 51.8 5, 35, chisquared, 3, bnet, Y, 643, 614, 1305, 4181, 71.5, 87.2, 67.0, 76.2, 51.8 5, 35, chisquared, 3, rbfnet, N, 4714, 1891, 81, 57, 70.8, 2.9, 1.7, 41.3, 31.3 5, 35, chisquared, 3, rbfnet, Y, 57, 81, 1891, 4714, 70.8, 98.3, 97.1, 71.4, 31.3 5, 35, chisquared, 4, nb, N, 3390, 889, 1405, 1058, 66.0, 54.3, 29.3, 43.0, 61.6 5, 35, chisquared, 4, nb, Y, 1058, 1405, 889, 3390, 66.0, 70.7, 45.7, 79.2, 61.6 5, 35, chisquared, 4, j48, N, 4735, 1872, 60, 75, 71.3, 3.9, 1.3, 55.6, 32.0 5, 35, chisquared, 4, j48, Y, 75, 60, 1872, 4735, 71.3, 98.7, 96.1, 71.7, 32.0 5, 35, chisquared, 4, zeror, N, 4795, 1947, 0, 0, 71.1, 0.0, 0.0, 0.0, 29.3 5, 35, chisquared, 4, zeror, Y, 0, 0, 1947, 4795, 71.1, 100.0, 100.0, 71.1, 29.3 5, 35, chisquared, 4, oner, N, 4641, 1817, 154, 130, 70.8, 6.7, 3.2, 45.8, 34.0 5, 35, chisquared, 4, oner, Y, 130, 154, 1817, 4641, 70.8, 96.8, 93.3, 71.9, 34.0 5, 35, chisquared, 4, adtree, N, 4584, 1638, 211, 309, 72.6, 15.9, 4.4, 59.4, 40.4 5, 35, chisquared, 4, adtree, Y, 309, 211, 1638, 4584, 72.6, 95.6, 84.1, 73.7, 40.4 5, 35, chisquared, 4, bnet, N, 4255, 1317, 540, 630, 72.5, 32.4, 11.3, 53.8, 51.5 5, 35, chisquared, 4, bnet, Y, 630, 540, 1317, 4255, 72.5, 88.7, 67.6, 76.4, 51.5 5, 35, chisquared, 4, rbfnet, N, 4710, 1844, 85, 103, 71.4, 5.3, 1.8, 54.8, 33.0 5, 35, chisquared, 4, rbfnet, Y, 103, 85, 1844, 4710, 71.4, 98.2, 94.7, 71.9, 33.0 5, 35, chisquared, 5, nb, N, 2843, 798, 1548, 1022, 62.2, 56.2, 35.3, 39.8, 60.2 5, 35, chisquared, 5, nb, Y, 1022, 1548, 798, 2843, 62.2, 64.7, 43.8, 78.1, 60.2 5, 35, chisquared, 5, j48, N, 4338, 1757, 53, 63, 70.9, 3.5, 1.2, 54.3, 31.7 5, 35, chisquared, 5, j48, Y, 63, 53, 1757, 4338, 70.9, 98.8, 96.5, 71.2, 31.7 5, 35, chisquared, 5, zeror, N, 4391, 1820, 0, 0, 70.7, 0.0, 0.0, 0.0, 29.3 5, 35, chisquared, 5, zeror, Y, 0, 0, 1820, 4391, 70.7, 100.0, 100.0, 70.7, 29.3 5, 35, chisquared, 5, oner, N, 4252, 1700, 139, 120, 70.4, 6.6, 3.2, 46.3, 33.9 5, 35, chisquared, 5, oner, Y, 120, 139, 1700, 4252, 70.4, 96.8, 93.4, 71.4, 33.9 5, 35, chisquared, 5, adtree, N, 4163, 1526, 228, 294, 71.8, 16.2, 5.2, 56.3, 40.6 5, 35, chisquared, 5, adtree, Y, 294, 228, 1526, 4163, 71.8, 94.8, 83.8, 73.2, 40.6 5, 35, chisquared, 5, bnet, N, 3821, 1234, 570, 586, 71.0, 32.2, 13.0, 50.7, 51.2 5, 35, chisquared, 5, bnet, Y, 586, 570, 1234, 3821, 71.0, 87.0, 67.8, 75.6, 51.2 5, 35, chisquared, 5, rbfnet, N, 4391, 1820, 0, 0, 70.7, 0.0, 0.0, 0.0, 29.3 5, 35, chisquared, 5, rbfnet, Y, 0, 0, 1820, 4391, 70.7, 100.0, 100.0, 70.7, 29.3 5, 35, oneR, 1, nb, N, 2323, 1399, 536, 985, 63.1, 41.3, 18.7, 64.8, 56.4 5, 35, oneR, 1, nb, Y, 985, 536, 1399, 2323, 63.1, 81.3, 58.7, 62.4, 56.4 5, 35, oneR, 1, j48, N, 2154, 1387, 705, 997, 60.1, 41.8, 24.7, 58.6, 55.3 5, 35, oneR, 1, j48, Y, 997, 705, 1387, 2154, 60.1, 75.3, 58.2, 60.8, 55.3 5, 35, oneR, 1, zeror, N, 2859, 2384, 0, 0, 54.5, 0.0, 0.0, 0.0, 29.3 5, 35, oneR, 1, zeror, Y, 0, 0, 2384, 2859, 54.5, 100.0, 100.0, 54.5, 29.3 5, 35, oneR, 1, oner, N, 1742, 883, 1117, 1501, 61.9, 63.0, 39.1, 57.3, 61.9 5, 35, oneR, 1, oner, Y, 1501, 1117, 883, 1742, 61.9, 60.9, 37.0, 66.4, 61.9 5, 35, oneR, 1, adtree, N, 2228, 1146, 631, 1238, 66.1, 51.9, 22.1, 66.2, 62.6 5, 35, oneR, 1, adtree, Y, 1238, 631, 1146, 2228, 66.1, 77.9, 48.1, 66.0, 62.6 5, 35, oneR, 1, bnet, N, 2090, 977, 769, 1407, 66.7, 59.0, 26.9, 64.7, 65.3 5, 35, oneR, 1, bnet, Y, 1407, 769, 977, 2090, 66.7, 73.1, 41.0, 68.1, 65.3 5, 35, oneR, 1, rbfnet, N, 2387, 1569, 472, 815, 61.1, 34.2, 16.5, 63.3, 52.0 5, 35, oneR, 1, rbfnet, Y, 815, 472, 1569, 2387, 61.1, 83.5, 65.8, 60.3, 52.0 5, 35, oneR, 2, nb, N, 2234, 1353, 602, 1054, 62.7, 43.8, 21.2, 63.6, 57.5 5, 35, oneR, 2, nb, Y, 1054, 602, 1353, 2234, 62.7, 78.8, 56.2, 62.3, 57.5 5, 35, oneR, 2, j48, N, 2162, 1454, 674, 953, 59.4, 39.6, 23.8, 58.6, 54.1 5, 35, oneR, 2, j48, Y, 953, 674, 1454, 2162, 59.4, 76.2, 60.4, 59.8, 54.1 5, 35, oneR, 2, zeror, N, 2836, 2407, 0, 0, 54.1, 0.0, 0.0, 0.0, 29.3 5, 35, oneR, 2, zeror, Y, 0, 0, 2407, 2836, 54.1, 100.0, 100.0, 54.1, 29.3 5, 35, oneR, 2, oner, N, 1730, 836, 1106, 1571, 63.0, 65.3, 39.0, 58.7, 63.1 5, 35, oneR, 2, oner, Y, 1571, 1106, 836, 1730, 63.0, 61.0, 34.7, 67.4, 63.1 5, 35, oneR, 2, adtree, N, 2100, 1053, 736, 1354, 65.9, 56.3, 26.0, 64.8, 64.0 5, 35, oneR, 2, adtree, Y, 1354, 736, 1053, 2100, 65.9, 74.0, 43.7, 66.6, 64.0 5, 35, oneR, 2, bnet, N, 2004, 945, 832, 1462, 66.1, 60.7, 29.3, 63.7, 65.3 5, 35, oneR, 2, bnet, Y, 1462, 832, 945, 2004, 66.1, 70.7, 39.3, 68.0, 65.3 5, 35, oneR, 2, rbfnet, N, 2348, 1492, 488, 915, 62.2, 38.0, 17.2, 65.2, 54.5 5, 35, oneR, 2, rbfnet, Y, 915, 488, 1492, 2348, 62.2, 82.8, 62.0, 61.1, 54.5 5, 35, oneR, 4, nb, N, 3574, 1025, 1189, 954, 67.2, 48.2, 25.0, 44.5, 59.3 5, 35, oneR, 4, nb, Y, 954, 1189, 1025, 3574, 67.2, 75.0, 51.8, 77.7, 59.3 5, 35, oneR, 4, j48, N, 4763, 1979, 0, 0, 70.6, 0.0, 0.0, 0.0, 29.3 5, 35, oneR, 4, j48, Y, 0, 0, 1979, 4763, 70.6, 100.0, 100.0, 70.6, 29.3 5, 35, oneR, 4, zeror, N, 4763, 1979, 0, 0, 70.6, 0.0, 0.0, 0.0, 29.3 5, 35, oneR, 4, zeror, Y, 0, 0, 1979, 4763, 70.6, 100.0, 100.0, 70.6, 29.3 5, 35, oneR, 4, oner, N, 4600, 1858, 163, 121, 70.0, 6.1, 3.4, 42.6, 33.6 5, 35, oneR, 4, oner, Y, 121, 163, 1858, 4600, 70.0, 96.6, 93.9, 71.2, 33.6 5, 35, oneR, 4, adtree, N, 4450, 1573, 313, 406, 72.0, 20.5, 6.6, 56.5, 43.6 5, 35, oneR, 4, adtree, Y, 406, 313, 1573, 4450, 72.0, 93.4, 79.5, 73.9, 43.6 5, 35, oneR, 4, bnet, N, 4369, 1529, 394, 450, 71.5, 22.7, 8.3, 53.3, 45.1 5, 35, oneR, 4, bnet, Y, 450, 394, 1529, 4369, 71.5, 91.7, 77.3, 74.1, 45.1 5, 35, oneR, 4, rbfnet, N, 4763, 1979, 0, 0, 70.6, 0.0, 0.0, 0.0, 29.3 5, 35, oneR, 4, rbfnet, Y, 0, 0, 1979, 4763, 70.6, 100.0, 100.0, 70.6, 29.3 5, 35, oneR, 5, nb, N, 3317, 900, 1177, 817, 66.6, 47.6, 26.2, 41.0, 58.6 5, 35, oneR, 5, nb, Y, 817, 1177, 900, 3317, 66.6, 73.8, 52.4, 78.7, 58.6 5, 35, oneR, 5, j48, N, 4494, 1717, 0, 0, 72.4, 0.0, 0.0, 0.0, 29.3 5, 35, oneR, 5, j48, Y, 0, 0, 1717, 4494, 72.4, 100.0, 100.0, 72.4, 29.3 5, 35, oneR, 5, zeror, N, 4494, 1717, 0, 0, 72.4, 0.0, 0.0, 0.0, 29.3 5, 35, oneR, 5, zeror, Y, 0, 0, 1717, 4494, 72.4, 100.0, 100.0, 72.4, 29.3 5, 35, oneR, 5, oner, N, 4339, 1615, 155, 102, 71.5, 5.9, 3.4, 39.7, 33.4 5, 35, oneR, 5, oner, Y, 102, 155, 1615, 4339, 71.5, 96.6, 94.1, 72.9, 33.4 5, 35, oneR, 5, adtree, N, 4217, 1414, 277, 303, 72.8, 17.6, 6.2, 52.2, 41.6 5, 35, oneR, 5, adtree, Y, 303, 277, 1414, 4217, 72.8, 93.8, 82.4, 74.9, 41.6 5, 35, oneR, 5, bnet, N, 4119, 1290, 375, 427, 73.2, 24.9, 8.3, 53.2, 46.5 5, 35, oneR, 5, bnet, Y, 427, 375, 1290, 4119, 73.2, 91.7, 75.1, 76.2, 46.5 5, 35, oneR, 5, rbfnet, N, 4494, 1717, 0, 0, 72.4, 0.0, 0.0, 0.0, 29.3 5, 35, oneR, 5, rbfnet, Y, 0, 0, 1717, 4494, 72.4, 100.0, 100.0, 72.4, 29.3 5, 40, cfs, 1, nb, N, 2341, 1359, 528, 1015, 64.0, 42.8, 18.4, 65.8, 57.5 5, 40, cfs, 1, nb, Y, 1015, 528, 1359, 2341, 64.0, 81.6, 57.2, 63.3, 57.5 5, 40, cfs, 1, j48, N, 2282, 1420, 587, 954, 61.7, 40.2, 20.5, 61.9, 55.3 5, 40, cfs, 1, j48, Y, 954, 587, 1420, 2282, 61.7, 79.5, 59.8, 61.6, 55.3 5, 40, cfs, 1, zeror, N, 2869, 2374, 0, 0, 54.7, 0.0, 0.0, 0.0, 29.3 5, 40, cfs, 1, zeror, Y, 0, 0, 2374, 2869, 54.7, 100.0, 100.0, 54.7, 29.3 5, 40, cfs, 1, oner, N, 1687, 815, 1182, 1559, 61.9, 65.7, 41.2, 56.9, 62.1 5, 40, cfs, 1, oner, Y, 1559, 1182, 815, 1687, 61.9, 58.8, 34.3, 67.4, 62.1 5, 40, cfs, 1, adtree, N, 2159, 979, 710, 1395, 67.8, 58.8, 24.7, 66.3, 66.0 5, 40, cfs, 1, adtree, Y, 1395, 710, 979, 2159, 67.8, 75.3, 41.2, 68.8, 66.0 5, 40, cfs, 1, bnet, N, 2169, 1015, 700, 1359, 67.3, 57.2, 24.4, 66.0, 65.2 5, 40, cfs, 1, bnet, Y, 1359, 700, 1015, 2169, 67.3, 75.6, 42.8, 68.1, 65.2 5, 40, cfs, 1, rbfnet, N, 2202, 1206, 667, 1168, 64.3, 49.2, 23.2, 63.7, 60.5 5, 40, cfs, 1, rbfnet, Y, 1168, 667, 1206, 2202, 64.3, 76.8, 50.8, 64.6, 60.5 5, 40, cfs, 2, nb, N, 2335, 1458, 517, 933, 62.3, 39.0, 18.1, 64.3, 55.0 5, 40, cfs, 2, nb, Y, 933, 517, 1458, 2335, 62.3, 81.9, 61.0, 61.6, 55.0 5, 40, cfs, 2, j48, N, 2051, 1269, 801, 1122, 60.5, 46.9, 28.1, 58.3, 57.5 5, 40, cfs, 2, j48, Y, 1122, 801, 1269, 2051, 60.5, 71.9, 53.1, 61.8, 57.5 5, 40, cfs, 2, zeror, N, 2852, 2391, 0, 0, 54.4, 0.0, 0.0, 0.0, 29.3 5, 40, cfs, 2, zeror, Y, 0, 0, 2391, 2852, 54.4, 100.0, 100.0, 54.4, 29.3 5, 40, cfs, 2, oner, N, 1709, 917, 1143, 1474, 60.7, 61.6, 40.1, 56.3, 60.8 5, 40, cfs, 2, oner, Y, 1474, 1143, 917, 1709, 60.7, 59.9, 38.4, 65.1, 60.8 5, 40, cfs, 2, adtree, N, 2100, 957, 752, 1434, 67.4, 60.0, 26.4, 65.6, 66.1 5, 40, cfs, 2, adtree, Y, 1434, 752, 957, 2100, 67.4, 73.6, 40.0, 68.7, 66.1 5, 40, cfs, 2, bnet, N, 2143, 1024, 709, 1367, 66.9, 57.2, 24.9, 65.8, 65.0 5, 40, cfs, 2, bnet, Y, 1367, 709, 1024, 2143, 66.9, 75.1, 42.8, 67.7, 65.0 5, 40, cfs, 2, rbfnet, N, 2258, 1387, 594, 1004, 62.2, 42.0, 20.8, 62.8, 56.4 5, 40, cfs, 2, rbfnet, Y, 1004, 594, 1387, 2258, 62.2, 79.2, 58.0, 61.9, 56.4 5, 40, cfs, 3, nb, N, 3783, 1134, 997, 829, 68.4, 42.2, 20.9, 45.4, 56.6 5, 40, cfs, 3, nb, Y, 829, 997, 1134, 3783, 68.4, 79.1, 57.8, 76.9, 56.6 5, 40, cfs, 3, j48, N, 4780, 1963, 0, 0, 70.9, 0.0, 0.0, 0.0, 29.3 5, 40, cfs, 3, j48, Y, 0, 0, 1963, 4780, 70.9, 100.0, 100.0, 70.9, 29.3 5, 40, cfs, 3, zeror, N, 4780, 1963, 0, 0, 70.9, 0.0, 0.0, 0.0, 29.3 5, 40, cfs, 3, zeror, Y, 0, 0, 1963, 4780, 70.9, 100.0, 100.0, 70.9, 29.3 5, 40, cfs, 3, oner, N, 4596, 1849, 184, 114, 69.9, 5.8, 3.8, 38.3, 33.3 5, 40, cfs, 3, oner, Y, 114, 184, 1849, 4596, 69.9, 96.2, 94.2, 71.3, 33.3 5, 40, cfs, 3, adtree, N, 4390, 1429, 390, 534, 73.0, 27.2, 8.2, 57.8, 48.2 5, 40, cfs, 3, adtree, Y, 534, 390, 1429, 4390, 73.0, 91.8, 72.8, 75.4, 48.2 5, 40, cfs, 3, bnet, N, 4340, 1501, 440, 462, 71.2, 23.5, 9.2, 51.2, 45.5 5, 40, cfs, 3, bnet, Y, 462, 440, 1501, 4340, 71.2, 90.8, 76.5, 74.3, 45.5 5, 40, cfs, 3, rbfnet, N, 4503, 1699, 277, 264, 70.7, 13.4, 5.8, 48.8, 38.7 5, 40, cfs, 3, rbfnet, Y, 264, 277, 1699, 4503, 70.7, 94.2, 86.6, 72.6, 38.7 5, 40, cfs, 5, nb, N, 2591, 1188, 818, 965, 63.9, 44.8, 24.0, 54.1, 57.5 5, 40, cfs, 5, nb, Y, 965, 818, 1188, 2591, 63.9, 76.0, 55.2, 68.6, 57.5 5, 40, cfs, 5, j48, N, 2809, 1452, 600, 701, 63.1, 32.6, 17.6, 53.9, 50.7 5, 40, cfs, 5, j48, Y, 701, 600, 1452, 2809, 63.1, 82.4, 67.4, 65.9, 50.7 5, 40, cfs, 5, zeror, N, 3409, 2153, 0, 0, 61.3, 0.0, 0.0, 0.0, 29.3 5, 40, cfs, 5, zeror, Y, 0, 0, 2153, 3409, 61.3, 100.0, 100.0, 61.3, 29.3 5, 40, cfs, 5, oner, N, 2208, 960, 1201, 1193, 61.1, 55.4, 35.2, 49.8, 59.8 5, 40, cfs, 5, oner, Y, 1193, 1201, 960, 2208, 61.1, 64.8, 44.6, 69.7, 59.8 5, 40, cfs, 5, adtree, N, 2848, 1188, 561, 965, 68.6, 44.8, 16.5, 63.2, 59.3 5, 40, cfs, 5, adtree, Y, 965, 561, 1188, 2848, 68.6, 83.5, 55.2, 70.6, 59.3 5, 40, cfs, 5, bnet, N, 2722, 1148, 687, 1005, 67.0, 46.7, 20.2, 59.4, 59.7 5, 40, cfs, 5, bnet, Y, 1005, 687, 1148, 2722, 67.0, 79.8, 53.3, 70.3, 59.7 5, 40, cfs, 5, rbfnet, N, 2614, 1155, 795, 998, 64.9, 46.4, 23.3, 55.7, 58.6 5, 40, cfs, 5, rbfnet, Y, 998, 795, 1155, 2614, 64.9, 76.7, 53.6, 69.4, 58.6 5, 40, infogain, 1, nb, N, 2383, 1383, 515, 962, 63.8, 41.0, 17.8, 65.1, 56.4 5, 40, infogain, 1, nb, Y, 962, 515, 1383, 2383, 63.8, 82.2, 59.0, 63.3, 56.4 5, 40, infogain, 1, j48, N, 2105, 1298, 793, 1047, 60.1, 44.6, 27.4, 56.9, 56.3 5, 40, infogain, 1, j48, Y, 1047, 793, 1298, 2105, 60.1, 72.6, 55.4, 61.9, 56.3 5, 40, infogain, 1, zeror, N, 2898, 2345, 0, 0, 55.3, 0.0, 0.0, 0.0, 29.3 5, 40, infogain, 1, zeror, Y, 0, 0, 2345, 2898, 55.3, 100.0, 100.0, 55.3, 29.3 5, 40, infogain, 1, oner, N, 1734, 901, 1164, 1444, 60.6, 61.6, 40.2, 55.4, 60.7 5, 40, infogain, 1, oner, Y, 1444, 1164, 901, 1734, 60.6, 59.8, 38.4, 65.8, 60.7 5, 40, infogain, 1, adtree, N, 2174, 992, 724, 1353, 67.3, 57.7, 25.0, 65.1, 65.3 5, 40, infogain, 1, adtree, Y, 1353, 724, 992, 2174, 67.3, 75.0, 42.3, 68.7, 65.3 5, 40, infogain, 1, bnet, N, 2264, 1157, 634, 1188, 65.8, 50.7, 21.9, 65.2, 61.8 5, 40, infogain, 1, bnet, Y, 1188, 634, 1157, 2264, 65.8, 78.1, 49.3, 66.2, 61.8 5, 40, infogain, 1, rbfnet, N, 2218, 1314, 680, 1031, 62.0, 44.0, 23.5, 60.3, 57.0 5, 40, infogain, 1, rbfnet, Y, 1031, 680, 1314, 2218, 62.0, 76.5, 56.0, 62.8, 57.0 5, 40, infogain, 2, nb, N, 2302, 1363, 566, 1012, 63.2, 42.6, 19.7, 64.1, 57.1 5, 40, infogain, 2, nb, Y, 1012, 566, 1363, 2302, 63.2, 80.3, 57.4, 62.8, 57.1 5, 40, infogain, 2, j48, N, 2275, 1493, 593, 882, 60.2, 37.1, 20.7, 59.8, 53.2 5, 40, infogain, 2, j48, Y, 882, 593, 1493, 2275, 60.2, 79.3, 62.9, 60.4, 53.2 5, 40, infogain, 2, zeror, N, 2868, 2375, 0, 0, 54.7, 0.0, 0.0, 0.0, 29.3 5, 40, infogain, 2, zeror, Y, 0, 0, 2375, 2868, 54.7, 100.0, 100.0, 54.7, 29.3 5, 40, infogain, 2, oner, N, 1746, 813, 1122, 1562, 63.1, 65.8, 39.1, 58.2, 63.2 5, 40, infogain, 2, oner, Y, 1562, 1122, 813, 1746, 63.1, 60.9, 34.2, 68.2, 63.2 5, 40, infogain, 2, adtree, N, 2095, 886, 773, 1489, 68.4, 62.7, 27.0, 65.8, 67.5 5, 40, infogain, 2, adtree, Y, 1489, 773, 886, 2095, 68.4, 73.0, 37.3, 70.3, 67.5 5, 40, infogain, 2, bnet, N, 2230, 1176, 638, 1199, 65.4, 50.5, 22.2, 65.3, 61.6 5, 40, infogain, 2, bnet, Y, 1199, 638, 1176, 2230, 65.4, 77.8, 49.5, 65.5, 61.6 5, 40, infogain, 2, rbfnet, N, 2242, 1423, 626, 952, 60.9, 40.1, 21.8, 60.3, 54.9 5, 40, infogain, 2, rbfnet, Y, 952, 626, 1423, 2242, 60.9, 78.2, 59.9, 61.2, 54.9 5, 40, infogain, 3, nb, N, 3670, 1078, 1112, 883, 67.5, 45.0, 23.3, 44.3, 57.8 5, 40, infogain, 3, nb, Y, 883, 1112, 1078, 3670, 67.5, 76.7, 55.0, 77.3, 57.8 5, 40, infogain, 3, j48, N, 4782, 1961, 0, 0, 70.9, 0.0, 0.0, 0.0, 29.3 5, 40, infogain, 3, j48, Y, 0, 0, 1961, 4782, 70.9, 100.0, 100.0, 70.9, 29.3 5, 40, infogain, 3, zeror, N, 4782, 1961, 0, 0, 70.9, 0.0, 0.0, 0.0, 29.3 5, 40, infogain, 3, zeror, Y, 0, 0, 1961, 4782, 70.9, 100.0, 100.0, 70.9, 29.3 5, 40, infogain, 3, oner, N, 4612, 1839, 170, 122, 70.2, 6.2, 3.6, 41.8, 33.6 5, 40, infogain, 3, oner, Y, 122, 170, 1839, 4612, 70.2, 96.4, 93.8, 71.5, 33.6 5, 40, infogain, 3, adtree, N, 4465, 1551, 317, 410, 72.3, 20.9, 6.6, 56.4, 43.9 5, 40, infogain, 3, adtree, Y, 410, 317, 1551, 4465, 72.3, 93.4, 79.1, 74.2, 43.9 5, 40, infogain, 3, bnet, N, 4312, 1463, 470, 498, 71.3, 25.4, 9.8, 51.4, 46.8 5, 40, infogain, 3, bnet, Y, 498, 470, 1463, 4312, 71.3, 90.2, 74.6, 74.7, 46.8 5, 40, infogain, 3, rbfnet, N, 4489, 1702, 293, 259, 70.4, 13.2, 6.1, 46.9, 38.5 5, 40, infogain, 3, rbfnet, Y, 259, 293, 1702, 4489, 70.4, 93.9, 86.8, 72.5, 38.5 5, 40, infogain, 4, nb, N, 3711, 1069, 1121, 841, 67.5, 44.0, 23.2, 42.9, 57.2 5, 40, infogain, 4, nb, Y, 841, 1121, 1069, 3711, 67.5, 76.8, 56.0, 77.6, 57.2 5, 40, infogain, 4, j48, N, 4771, 1854, 61, 56, 71.6, 2.9, 1.3, 47.9, 31.4 5, 40, infogain, 4, j48, Y, 56, 61, 1854, 4771, 71.6, 98.7, 97.1, 72.0, 31.4 5, 40, infogain, 4, zeror, N, 4832, 1910, 0, 0, 71.7, 0.0, 0.0, 0.0, 29.3 5, 40, infogain, 4, zeror, Y, 0, 0, 1910, 4832, 71.7, 100.0, 100.0, 71.7, 29.3 5, 40, infogain, 4, oner, N, 4663, 1784, 169, 126, 71.0, 6.6, 3.5, 42.7, 33.9 5, 40, infogain, 4, oner, Y, 126, 169, 1784, 4663, 71.0, 96.5, 93.4, 72.3, 33.9 5, 40, infogain, 4, adtree, N, 4516, 1498, 316, 412, 73.1, 21.6, 6.5, 56.6, 44.3 5, 40, infogain, 4, adtree, Y, 412, 316, 1498, 4516, 73.1, 93.5, 78.4, 75.1, 44.3 5, 40, infogain, 4, bnet, N, 4367, 1395, 465, 515, 72.4, 27.0, 9.6, 52.6, 47.9 5, 40, infogain, 4, bnet, Y, 515, 465, 1395, 4367, 72.4, 90.4, 73.0, 75.8, 47.9 5, 40, infogain, 4, rbfnet, N, 4652, 1717, 180, 193, 71.9, 10.1, 3.7, 51.7, 36.4 5, 40, infogain, 4, rbfnet, Y, 193, 180, 1717, 4652, 71.9, 96.3, 89.9, 73.0, 36.4 5, 40, infogain, 5, nb, N, 3502, 1026, 933, 765, 68.5, 42.7, 21.0, 45.1, 56.8 5, 40, infogain, 5, nb, Y, 765, 933, 1026, 3502, 68.5, 79.0, 57.3, 77.3, 56.8 5, 40, infogain, 5, j48, N, 4394, 1748, 41, 43, 71.3, 2.4, 0.9, 51.2, 31.0 5, 40, infogain, 5, j48, Y, 43, 41, 1748, 4394, 71.3, 99.1, 97.6, 71.5, 31.0 5, 40, infogain, 5, zeror, N, 4435, 1791, 0, 0, 71.2, 0.0, 0.0, 0.0, 29.3 5, 40, infogain, 5, zeror, Y, 0, 0, 1791, 4435, 71.2, 100.0, 100.0, 71.2, 29.3 5, 40, infogain, 5, oner, N, 4299, 1668, 136, 123, 71.0, 6.9, 3.1, 47.5, 34.1 5, 40, infogain, 5, oner, Y, 123, 136, 1668, 4299, 71.0, 96.9, 93.1, 72.0, 34.1 5, 40, infogain, 5, adtree, N, 4105, 1398, 330, 393, 72.2, 21.9, 7.4, 54.4, 44.6 5, 40, infogain, 5, adtree, Y, 393, 330, 1398, 4105, 72.2, 92.6, 78.1, 74.6, 44.6 5, 40, infogain, 5, bnet, N, 4020, 1300, 415, 491, 72.5, 27.4, 9.4, 54.2, 48.2 5, 40, infogain, 5, bnet, Y, 491, 415, 1300, 4020, 72.5, 90.6, 72.6, 75.6, 48.2 5, 40, infogain, 5, rbfnet, N, 4240, 1605, 195, 186, 71.1, 10.4, 4.4, 48.8, 36.6 5, 40, infogain, 5, rbfnet, Y, 186, 195, 1605, 4240, 71.1, 95.6, 89.6, 72.5, 36.6 5, 40, chisquared, 1, nb, N, 2346, 1350, 535, 1012, 64.0, 42.8, 18.6, 65.4, 57.5 5, 40, chisquared, 1, nb, Y, 1012, 535, 1350, 2346, 64.0, 81.4, 57.2, 63.5, 57.5 5, 40, chisquared, 1, j48, N, 2080, 1227, 801, 1135, 61.3, 48.1, 27.8, 58.6, 58.3 5, 40, chisquared, 1, j48, Y, 1135, 801, 1227, 2080, 61.3, 72.2, 51.9, 62.9, 58.3 5, 40, chisquared, 1, zeror, N, 2881, 2362, 0, 0, 54.9, 0.0, 0.0, 0.0, 29.3 5, 40, chisquared, 1, zeror, Y, 0, 0, 2362, 2881, 54.9, 100.0, 100.0, 54.9, 29.3 5, 40, chisquared, 1, oner, N, 1714, 916, 1167, 1446, 60.3, 61.2, 40.5, 55.3, 60.3 5, 40, chisquared, 1, oner, Y, 1446, 1167, 916, 1714, 60.3, 59.5, 38.8, 65.2, 60.3 5, 40, chisquared, 1, adtree, N, 2099, 894, 782, 1468, 68.0, 62.2, 27.1, 65.2, 67.1 5, 40, chisquared, 1, adtree, Y, 1468, 782, 894, 2099, 68.0, 72.9, 37.8, 70.1, 67.1 5, 40, chisquared, 1, bnet, N, 2232, 1194, 649, 1168, 64.8, 49.4, 22.5, 64.3, 60.9 5, 40, chisquared, 1, bnet, Y, 1168, 649, 1194, 2232, 64.8, 77.5, 50.6, 65.1, 60.9 5, 40, chisquared, 1, rbfnet, N, 2105, 1330, 776, 1032, 59.8, 43.7, 26.9, 57.1, 55.9 5, 40, chisquared, 1, rbfnet, Y, 1032, 776, 1330, 2105, 59.8, 73.1, 56.3, 61.3, 55.9 5, 40, chisquared, 2, nb, N, 2275, 1349, 579, 1040, 63.2, 43.5, 20.3, 64.2, 57.6 5, 40, chisquared, 2, nb, Y, 1040, 579, 1349, 2275, 63.2, 79.7, 56.5, 62.8, 57.6 5, 40, chisquared, 2, j48, N, 2237, 1501, 617, 888, 59.6, 37.2, 21.6, 59.0, 53.0 5, 40, chisquared, 2, j48, Y, 888, 617, 1501, 2237, 59.6, 78.4, 62.8, 59.8, 53.0 5, 40, chisquared, 2, zeror, N, 2854, 2389, 0, 0, 54.4, 0.0, 0.0, 0.0, 29.3 5, 40, chisquared, 2, zeror, Y, 0, 0, 2389, 2854, 54.4, 100.0, 100.0, 54.4, 29.3 5, 40, chisquared, 2, oner, N, 1623, 891, 1231, 1498, 59.5, 62.7, 43.1, 54.9, 59.7 5, 40, chisquared, 2, oner, Y, 1498, 1231, 891, 1623, 59.5, 56.9, 37.3, 64.6, 59.7 5, 40, chisquared, 2, adtree, N, 2071, 931, 783, 1458, 67.3, 61.0, 27.4, 65.1, 66.3 5, 40, chisquared, 2, adtree, Y, 1458, 783, 931, 2071, 67.3, 72.6, 39.0, 69.0, 66.3 5, 40, chisquared, 2, bnet, N, 2180, 1203, 674, 1186, 64.2, 49.6, 23.6, 63.8, 60.7 5, 40, chisquared, 2, bnet, Y, 1186, 674, 1203, 2180, 64.2, 76.4, 50.4, 64.4, 60.7 5, 40, chisquared, 2, rbfnet, N, 2035, 1366, 819, 1023, 58.3, 42.8, 28.7, 55.5, 54.8 5, 40, chisquared, 2, rbfnet, Y, 1023, 819, 1366, 2035, 58.3, 71.3, 57.2, 59.8, 54.8 5, 40, chisquared, 3, nb, N, 2786, 1327, 829, 1041, 64.0, 44.0, 22.9, 55.7, 57.2 5, 40, chisquared, 3, nb, Y, 1041, 829, 1327, 2786, 64.0, 77.1, 56.0, 67.7, 57.2 5, 40, chisquared, 3, j48, N, 2982, 1593, 633, 775, 62.8, 32.7, 17.5, 55.0, 50.8 5, 40, chisquared, 3, j48, Y, 775, 633, 1593, 2982, 62.8, 82.5, 67.3, 65.2, 50.8 5, 40, chisquared, 3, zeror, N, 3615, 2368, 0, 0, 60.4, 0.0, 0.0, 0.0, 29.3 5, 40, chisquared, 3, zeror, Y, 0, 0, 2368, 3615, 60.4, 100.0, 100.0, 60.4, 29.3 5, 40, chisquared, 3, oner, N, 2362, 1035, 1253, 1333, 61.8, 56.3, 34.7, 51.5, 60.6 5, 40, chisquared, 3, oner, Y, 1333, 1253, 1035, 2362, 61.8, 65.3, 43.7, 69.5, 60.6 5, 40, chisquared, 3, adtree, N, 2835, 1126, 780, 1242, 68.1, 52.4, 21.6, 61.4, 63.1 5, 40, chisquared, 3, adtree, Y, 1242, 780, 1126, 2835, 68.1, 78.4, 47.6, 71.6, 63.1 5, 40, chisquared, 3, bnet, N, 3037, 1518, 578, 850, 65.0, 35.9, 16.0, 59.5, 53.3 5, 40, chisquared, 3, bnet, Y, 850, 578, 1518, 3037, 65.0, 84.0, 64.1, 66.7, 53.3 5, 40, chisquared, 3, rbfnet, N, 2925, 1531, 690, 837, 62.9, 35.3, 19.1, 54.8, 52.3 5, 40, chisquared, 3, rbfnet, Y, 837, 690, 1531, 2925, 62.9, 80.9, 64.7, 65.6, 52.3 5, 40, chisquared, 4, nb, N, 2882, 1367, 771, 962, 64.3, 41.3, 21.1, 55.5, 55.9 5, 40, chisquared, 4, nb, Y, 962, 771, 1367, 2882, 64.3, 78.9, 58.7, 67.8, 55.9 5, 40, chisquared, 4, j48, N, 2962, 1588, 691, 741, 61.9, 31.8, 18.9, 51.7, 50.0 5, 40, chisquared, 4, j48, Y, 741, 691, 1588, 2962, 61.9, 81.1, 68.2, 65.1, 50.0 5, 40, chisquared, 4, zeror, N, 3653, 2329, 0, 0, 61.1, 0.0, 0.0, 0.0, 29.3 5, 40, chisquared, 4, zeror, Y, 0, 0, 2329, 3653, 61.1, 100.0, 100.0, 61.1, 29.3 5, 40, chisquared, 4, oner, N, 2364, 995, 1289, 1334, 61.8, 57.3, 35.3, 50.9, 60.8 5, 40, chisquared, 4, oner, Y, 1334, 1289, 995, 2364, 61.8, 64.7, 42.7, 70.4, 60.8 5, 40, chisquared, 4, adtree, N, 2956, 1234, 697, 1095, 67.7, 47.0, 19.1, 61.1, 60.2 5, 40, chisquared, 4, adtree, Y, 1095, 697, 1234, 2956, 67.7, 80.9, 53.0, 70.5, 60.2 5, 40, chisquared, 4, bnet, N, 3078, 1476, 575, 853, 65.7, 36.6, 15.7, 59.7, 53.8 5, 40, chisquared, 4, bnet, Y, 853, 575, 1476, 3078, 65.7, 84.3, 63.4, 67.6, 53.8 5, 40, chisquared, 4, rbfnet, N, 2841, 1506, 812, 823, 61.3, 35.3, 22.2, 50.3, 51.7 5, 40, chisquared, 4, rbfnet, Y, 823, 812, 1506, 2841, 61.3, 77.8, 64.7, 65.4, 51.7 5, 40, chisquared, 5, nb, N, 3386, 986, 1032, 824, 67.6, 45.5, 23.4, 44.4, 58.1 5, 40, chisquared, 5, nb, Y, 824, 1032, 986, 3386, 67.6, 76.6, 54.5, 77.4, 58.1 5, 40, chisquared, 5, j48, N, 4418, 1810, 0, 0, 70.9, 0.0, 0.0, 0.0, 29.3 5, 40, chisquared, 5, j48, Y, 0, 0, 1810, 4418, 70.9, 100.0, 100.0, 70.9, 29.3 5, 40, chisquared, 5, zeror, N, 4418, 1810, 0, 0, 70.9, 0.0, 0.0, 0.0, 29.3 5, 40, chisquared, 5, zeror, Y, 0, 0, 1810, 4418, 70.9, 100.0, 100.0, 70.9, 29.3 5, 40, chisquared, 5, oner, N, 4292, 1709, 126, 101, 70.5, 5.6, 2.9, 44.5, 33.2 5, 40, chisquared, 5, oner, Y, 101, 126, 1709, 4292, 70.5, 97.1, 94.4, 71.5, 33.2 5, 40, chisquared, 5, adtree, N, 4108, 1428, 310, 382, 72.1, 21.1, 7.0, 55.2, 44.0 5, 40, chisquared, 5, adtree, Y, 382, 310, 1428, 4108, 72.1, 93.0, 78.9, 74.2, 44.0 5, 40, chisquared, 5, bnet, N, 3940, 1304, 478, 506, 71.4, 28.0, 10.8, 51.4, 48.5 5, 40, chisquared, 5, bnet, Y, 506, 478, 1304, 3940, 71.4, 89.2, 72.0, 75.1, 48.5 5, 40, chisquared, 5, rbfnet, N, 4418, 1810, 0, 0, 70.9, 0.0, 0.0, 0.0, 29.3 5, 40, chisquared, 5, rbfnet, Y, 0, 0, 1810, 4418, 70.9, 100.0, 100.0, 70.9, 29.3 5, 40, oneR, 1, nb, N, 2359, 1421, 496, 967, 63.4, 40.5, 17.4, 66.1, 56.2 5, 40, oneR, 1, nb, Y, 967, 496, 1421, 2359, 63.4, 82.6, 59.5, 62.4, 56.2 5, 40, oneR, 1, j48, N, 1939, 1102, 916, 1286, 61.5, 53.9, 32.1, 58.4, 60.3 5, 40, oneR, 1, j48, Y, 1286, 916, 1102, 1939, 61.5, 67.9, 46.1, 63.8, 60.3 5, 40, oneR, 1, zeror, N, 2855, 2388, 0, 0, 54.5, 0.0, 0.0, 0.0, 29.3 5, 40, oneR, 1, zeror, Y, 0, 0, 2388, 2855, 54.5, 100.0, 100.0, 54.5, 29.3 5, 40, oneR, 1, oner, N, 1679, 885, 1176, 1503, 60.7, 62.9, 41.2, 56.1, 60.8 5, 40, oneR, 1, oner, Y, 1503, 1176, 885, 1679, 60.7, 58.8, 37.1, 65.5, 60.8 5, 40, oneR, 1, adtree, N, 2272, 1116, 583, 1272, 67.6, 53.3, 20.4, 68.6, 63.9 5, 40, oneR, 1, adtree, Y, 1272, 583, 1116, 2272, 67.6, 79.6, 46.7, 67.1, 63.9 5, 40, oneR, 1, bnet, N, 2055, 914, 800, 1474, 67.3, 61.7, 28.0, 64.8, 66.5 5, 40, oneR, 1, bnet, Y, 1474, 800, 914, 2055, 67.3, 72.0, 38.3, 69.2, 66.5 5, 40, oneR, 1, rbfnet, N, 2150, 1236, 705, 1152, 63.0, 48.2, 24.7, 62.0, 59.4 5, 40, oneR, 1, rbfnet, Y, 1152, 705, 1236, 2150, 63.0, 75.3, 51.8, 63.5, 59.4 5, 40, oneR, 2, nb, N, 2268, 1436, 542, 997, 62.3, 41.0, 19.3, 64.8, 56.1 5, 40, oneR, 2, nb, Y, 997, 542, 1436, 2268, 62.3, 80.7, 59.0, 61.2, 56.1 5, 40, oneR, 2, j48, N, 2101, 1360, 709, 1073, 60.5, 44.1, 25.2, 60.2, 56.6 5, 40, oneR, 2, j48, Y, 1073, 709, 1360, 2101, 60.5, 74.8, 55.9, 60.7, 56.6 5, 40, oneR, 2, zeror, N, 2810, 2433, 0, 0, 53.6, 0.0, 0.0, 0.0, 29.3 5, 40, oneR, 2, zeror, Y, 0, 0, 2433, 2810, 53.6, 100.0, 100.0, 53.6, 29.3 5, 40, oneR, 2, oner, N, 1732, 947, 1078, 1486, 61.4, 61.1, 38.4, 58.0, 61.4 5, 40, oneR, 2, oner, Y, 1486, 1078, 947, 1732, 61.4, 61.6, 38.9, 64.7, 61.4 5, 40, oneR, 2, adtree, N, 2187, 1108, 623, 1325, 67.0, 54.5, 22.2, 68.0, 64.2 5, 40, oneR, 2, adtree, Y, 1325, 623, 1108, 2187, 67.0, 77.8, 45.5, 66.4, 64.2 5, 40, oneR, 2, bnet, N, 2032, 975, 778, 1458, 66.6, 59.9, 27.7, 65.2, 65.6 5, 40, oneR, 2, bnet, Y, 1458, 778, 975, 2032, 66.6, 72.3, 40.1, 67.6, 65.6 5, 40, oneR, 2, rbfnet, N, 2238, 1299, 572, 1134, 64.3, 46.6, 20.4, 66.5, 59.6 5, 40, oneR, 2, rbfnet, Y, 1134, 572, 1299, 2238, 64.3, 79.6, 53.4, 63.3, 59.6 5, 40, oneR, 3, nb, N, 2358, 1364, 515, 1006, 64.2, 42.4, 17.9, 66.1, 57.4 5, 40, oneR, 3, nb, Y, 1006, 515, 1364, 2358, 64.2, 82.1, 57.6, 63.4, 57.4 5, 40, oneR, 3, j48, N, 2032, 1123, 841, 1247, 62.5, 52.6, 29.3, 59.7, 60.6 5, 40, oneR, 3, j48, Y, 1247, 841, 1123, 2032, 62.5, 70.7, 47.4, 64.4, 60.6 5, 40, oneR, 3, zeror, N, 2873, 2370, 0, 0, 54.8, 0.0, 0.0, 0.0, 29.3 5, 40, oneR, 3, zeror, Y, 0, 0, 2370, 2873, 54.8, 100.0, 100.0, 54.8, 29.3 5, 40, oneR, 3, oner, N, 1697, 914, 1176, 1456, 60.1, 61.4, 40.9, 55.3, 60.2 5, 40, oneR, 3, oner, Y, 1456, 1176, 914, 1697, 60.1, 59.1, 38.6, 65.0, 60.2 5, 40, oneR, 3, adtree, N, 2156, 965, 717, 1405, 67.9, 59.3, 25.0, 66.2, 66.2 5, 40, oneR, 3, adtree, Y, 1405, 717, 965, 2156, 67.9, 75.0, 40.7, 69.1, 66.2 5, 40, oneR, 3, bnet, N, 2050, 952, 823, 1418, 66.1, 59.8, 28.6, 63.3, 65.1 5, 40, oneR, 3, bnet, Y, 1418, 823, 952, 2050, 66.1, 71.4, 40.2, 68.3, 65.1 5, 40, oneR, 3, rbfnet, N, 2166, 1129, 707, 1241, 65.0, 52.4, 24.6, 63.7, 62.1 5, 40, oneR, 3, rbfnet, Y, 1241, 707, 1129, 2166, 65.0, 75.4, 47.6, 65.7, 62.1 5, 40, oneR, 5, nb, N, 2758, 1359, 615, 828, 64.5, 37.9, 18.2, 57.4, 54.2 5, 40, oneR, 5, nb, Y, 828, 615, 1359, 2758, 64.5, 81.8, 62.1, 67.0, 54.2 5, 40, oneR, 5, j48, N, 2730, 1406, 643, 781, 63.1, 35.7, 19.1, 54.8, 52.6 5, 40, oneR, 5, j48, Y, 781, 643, 1406, 2730, 63.1, 80.9, 64.3, 66.0, 52.6 5, 40, oneR, 5, zeror, N, 3373, 2187, 0, 0, 60.7, 0.0, 0.0, 0.0, 29.3 5, 40, oneR, 5, zeror, Y, 0, 0, 2187, 3373, 60.7, 100.0, 100.0, 60.7, 29.3 5, 40, oneR, 5, oner, N, 2215, 983, 1158, 1204, 61.5, 55.1, 34.3, 51.0, 60.0 5, 40, oneR, 5, oner, Y, 1204, 1158, 983, 2215, 61.5, 65.7, 44.9, 69.3, 60.0 5, 40, oneR, 5, adtree, N, 2752, 1189, 621, 998, 67.4, 45.6, 18.4, 61.6, 59.4 5, 40, oneR, 5, adtree, Y, 998, 621, 1189, 2752, 67.4, 81.6, 54.4, 69.8, 59.4 5, 40, oneR, 5, bnet, N, 2464, 963, 909, 1224, 66.3, 56.0, 26.9, 57.4, 63.5 5, 40, oneR, 5, bnet, Y, 1224, 909, 963, 2464, 66.3, 73.1, 44.0, 71.9, 63.5 5, 40, oneR, 5, rbfnet, N, 2752, 1330, 621, 857, 64.9, 39.2, 18.4, 58.0, 55.1 5, 40, oneR, 5, rbfnet, Y, 857, 621, 1330, 2752, 64.9, 81.6, 60.8, 67.4, 55.1 5, 45, cfs, 1, nb, N, 2215, 1336, 611, 1081, 62.9, 44.7, 21.6, 63.9, 58.0 5, 45, cfs, 1, nb, Y, 1081, 611, 1336, 2215, 62.9, 78.4, 55.3, 62.4, 58.0 5, 45, cfs, 1, j48, N, 1993, 1178, 833, 1239, 61.6, 51.3, 29.5, 59.8, 59.7 5, 45, cfs, 1, j48, Y, 1239, 833, 1178, 1993, 61.6, 70.5, 48.7, 62.9, 59.7 5, 45, cfs, 1, zeror, N, 2826, 2417, 0, 0, 53.9, 0.0, 0.0, 0.0, 29.3 5, 45, cfs, 1, zeror, Y, 0, 0, 2417, 2826, 53.9, 100.0, 100.0, 53.9, 29.3 5, 45, cfs, 1, oner, N, 1736, 882, 1090, 1535, 62.4, 63.5, 38.6, 58.5, 62.5 5, 45, cfs, 1, oner, Y, 1535, 1090, 882, 1736, 62.4, 61.4, 36.5, 66.3, 62.5 5, 45, cfs, 1, adtree, N, 2053, 905, 773, 1512, 68.0, 62.6, 27.4, 66.2, 67.2 5, 45, cfs, 1, adtree, Y, 1512, 773, 905, 2053, 68.0, 72.6, 37.4, 69.4, 67.2 5, 45, cfs, 1, bnet, N, 2073, 1055, 753, 1362, 65.5, 56.4, 26.6, 64.4, 63.8 5, 45, cfs, 1, bnet, Y, 1362, 753, 1055, 2073, 65.5, 73.4, 43.6, 66.3, 63.8 5, 45, cfs, 1, rbfnet, N, 2054, 1191, 772, 1226, 62.6, 50.7, 27.3, 61.4, 60.2 5, 45, cfs, 1, rbfnet, Y, 1226, 772, 1191, 2054, 62.6, 72.7, 49.3, 63.3, 60.2 5, 45, cfs, 2, nb, N, 2330, 1406, 544, 963, 62.8, 40.7, 18.9, 63.9, 56.0 5, 45, cfs, 2, nb, Y, 963, 544, 1406, 2330, 62.8, 81.1, 59.3, 62.4, 56.0 5, 45, cfs, 2, j48, N, 2060, 1248, 814, 1121, 60.7, 47.3, 28.3, 57.9, 57.7 5, 45, cfs, 2, j48, Y, 1121, 814, 1248, 2060, 60.7, 71.7, 52.7, 62.3, 57.7 5, 45, cfs, 2, zeror, N, 2874, 2369, 0, 0, 54.8, 0.0, 0.0, 0.0, 29.3 5, 45, cfs, 2, zeror, Y, 0, 0, 2369, 2874, 54.8, 100.0, 100.0, 54.8, 29.3 5, 45, cfs, 2, oner, N, 1643, 895, 1231, 1474, 59.5, 62.2, 42.8, 54.5, 59.6 5, 45, cfs, 2, oner, Y, 1474, 1231, 895, 1643, 59.5, 57.2, 37.8, 64.7, 59.6 5, 45, cfs, 2, adtree, N, 2194, 1039, 680, 1330, 67.2, 56.1, 23.7, 66.2, 64.8 5, 45, cfs, 2, adtree, Y, 1330, 680, 1039, 2194, 67.2, 76.3, 43.9, 67.9, 64.8 5, 45, cfs, 2, bnet, N, 2120, 1020, 754, 1349, 66.2, 56.9, 26.2, 64.1, 64.3 5, 45, cfs, 2, bnet, Y, 1349, 754, 1020, 2120, 66.2, 73.8, 43.1, 67.5, 64.3 5, 45, cfs, 2, rbfnet, N, 2137, 1244, 737, 1125, 62.2, 47.5, 25.6, 60.4, 58.7 5, 45, cfs, 2, rbfnet, Y, 1125, 737, 1244, 2137, 62.2, 74.4, 52.5, 63.2, 58.7 5, 45, cfs, 5, nb, N, 2657, 1215, 716, 1000, 65.4, 45.1, 21.2, 58.3, 58.4 5, 45, cfs, 5, nb, Y, 1000, 716, 1215, 2657, 65.4, 78.8, 54.9, 68.6, 58.4 5, 45, cfs, 5, j48, N, 2729, 1494, 644, 721, 61.7, 32.6, 19.1, 52.8, 50.4 5, 45, cfs, 5, j48, Y, 721, 644, 1494, 2729, 61.7, 80.9, 67.4, 64.6, 50.4 5, 45, cfs, 5, zeror, N, 3373, 2215, 0, 0, 60.4, 0.0, 0.0, 0.0, 29.3 5, 45, cfs, 5, zeror, Y, 0, 0, 2215, 3373, 60.4, 100.0, 100.0, 60.4, 29.3 5, 45, cfs, 5, oner, N, 2135, 923, 1238, 1292, 61.3, 58.3, 36.7, 51.1, 60.7 5, 45, cfs, 5, oner, Y, 1292, 1238, 923, 2135, 61.3, 63.3, 41.7, 69.8, 60.7 5, 45, cfs, 5, adtree, N, 2745, 1112, 628, 1103, 68.9, 49.8, 18.6, 63.7, 62.1 5, 45, cfs, 5, adtree, Y, 1103, 628, 1112, 2745, 68.9, 81.4, 50.2, 71.2, 62.1 5, 45, cfs, 5, bnet, N, 2680, 1131, 693, 1084, 67.4, 48.9, 20.5, 61.0, 61.1 5, 45, cfs, 5, bnet, Y, 1084, 693, 1131, 2680, 67.4, 79.5, 51.1, 70.3, 61.1 5, 45, cfs, 5, rbfnet, N, 2895, 1452, 478, 763, 65.5, 34.4, 14.2, 61.5, 52.6 5, 45, cfs, 5, rbfnet, Y, 763, 478, 1452, 2895, 65.5, 85.8, 65.6, 66.6, 52.6 5, 45, infogain, 1, nb, N, 2305, 1400, 556, 982, 62.7, 41.2, 19.4, 63.8, 56.2 5, 45, infogain, 1, nb, Y, 982, 556, 1400, 2305, 62.7, 80.6, 58.8, 62.2, 56.2 5, 45, infogain, 1, j48, N, 2140, 1349, 721, 1033, 60.5, 43.4, 25.2, 58.9, 56.2 5, 45, infogain, 1, j48, Y, 1033, 721, 1349, 2140, 60.5, 74.8, 56.6, 61.3, 56.2 5, 45, infogain, 1, zeror, N, 2861, 2382, 0, 0, 54.6, 0.0, 0.0, 0.0, 29.3 5, 45, infogain, 1, zeror, Y, 0, 0, 2382, 2861, 54.6, 100.0, 100.0, 54.6, 29.3 5, 45, infogain, 1, oner, N, 1712, 832, 1149, 1550, 62.2, 65.1, 40.2, 57.4, 62.4 5, 45, infogain, 1, oner, Y, 1550, 1149, 832, 1712, 62.2, 59.8, 34.9, 67.3, 62.4 5, 45, infogain, 1, adtree, N, 2139, 975, 722, 1407, 67.6, 59.1, 25.2, 66.1, 66.0 5, 45, infogain, 1, adtree, Y, 1407, 722, 975, 2139, 67.6, 74.8, 40.9, 68.7, 66.0 5, 45, infogain, 1, bnet, N, 2248, 1167, 613, 1215, 66.0, 51.0, 21.4, 66.5, 62.2 5, 45, infogain, 1, bnet, Y, 1215, 613, 1167, 2248, 66.0, 78.6, 49.0, 65.8, 62.2 5, 45, infogain, 1, rbfnet, N, 2220, 1411, 641, 971, 60.9, 40.8, 22.4, 60.2, 55.2 5, 45, infogain, 1, rbfnet, Y, 971, 641, 1411, 2220, 60.9, 77.6, 59.2, 61.1, 55.2 5, 45, infogain, 2, nb, N, 2206, 1298, 666, 1073, 62.5, 45.3, 23.2, 61.7, 58.0 5, 45, infogain, 2, nb, Y, 1073, 666, 1298, 2206, 62.5, 76.8, 54.7, 63.0, 58.0 5, 45, infogain, 2, j48, N, 2129, 1309, 743, 1062, 60.9, 44.8, 25.9, 58.8, 56.9 5, 45, infogain, 2, j48, Y, 1062, 743, 1309, 2129, 60.9, 74.1, 55.2, 61.9, 56.9 5, 45, infogain, 2, zeror, N, 2872, 2371, 0, 0, 54.8, 0.0, 0.0, 0.0, 29.3 5, 45, infogain, 2, zeror, Y, 0, 0, 2371, 2872, 54.8, 100.0, 100.0, 54.8, 29.3 5, 45, infogain, 2, oner, N, 1671, 892, 1201, 1479, 60.1, 62.4, 41.8, 55.2, 60.2 5, 45, infogain, 2, oner, Y, 1479, 1201, 892, 1671, 60.1, 58.2, 37.6, 65.2, 60.2 5, 45, infogain, 2, adtree, N, 2132, 992, 740, 1379, 67.0, 58.2, 25.8, 65.1, 65.3 5, 45, infogain, 2, adtree, Y, 1379, 740, 992, 2132, 67.0, 74.2, 41.8, 68.2, 65.3 5, 45, infogain, 2, bnet, N, 2164, 1131, 708, 1240, 64.9, 52.3, 24.7, 63.7, 62.0 5, 45, infogain, 2, bnet, Y, 1240, 708, 1131, 2164, 64.9, 75.3, 47.7, 65.7, 62.0 5, 45, infogain, 2, rbfnet, N, 2169, 1336, 703, 1035, 61.1, 43.7, 24.5, 59.6, 56.6 5, 45, infogain, 2, rbfnet, Y, 1035, 703, 1336, 2169, 61.1, 75.5, 56.3, 61.9, 56.6 5, 45, infogain, 3, nb, N, 2311, 1333, 585, 1014, 63.4, 43.2, 20.2, 63.4, 57.4 5, 45, infogain, 3, nb, Y, 1014, 585, 1333, 2311, 63.4, 79.8, 56.8, 63.4, 57.4 5, 45, infogain, 3, j48, N, 2238, 1451, 658, 896, 59.8, 38.2, 22.7, 57.7, 53.4 5, 45, infogain, 3, j48, Y, 896, 658, 1451, 2238, 59.8, 77.3, 61.8, 60.7, 53.4 5, 45, infogain, 3, zeror, N, 2896, 2347, 0, 0, 55.2, 0.0, 0.0, 0.0, 29.3 5, 45, infogain, 3, zeror, Y, 0, 0, 2347, 2896, 55.2, 100.0, 100.0, 55.2, 29.3 5, 45, infogain, 3, oner, N, 1696, 908, 1200, 1439, 59.8, 61.3, 41.4, 54.5, 59.9 5, 45, infogain, 3, oner, Y, 1439, 1200, 908, 1696, 59.8, 58.6, 38.7, 65.1, 59.9 5, 45, infogain, 3, adtree, N, 2184, 980, 712, 1367, 67.7, 58.2, 24.6, 65.8, 65.7 5, 45, infogain, 3, adtree, Y, 1367, 712, 980, 2184, 67.7, 75.4, 41.8, 69.0, 65.7 5, 45, infogain, 3, bnet, N, 2174, 1079, 722, 1268, 65.6, 54.0, 24.9, 63.7, 63.0 5, 45, infogain, 3, bnet, Y, 1268, 722, 1079, 2174, 65.6, 75.1, 46.0, 66.8, 63.0 5, 45, infogain, 3, rbfnet, N, 2057, 1173, 839, 1174, 61.6, 50.0, 29.0, 58.3, 59.2 5, 45, infogain, 3, rbfnet, Y, 1174, 839, 1173, 2057, 61.6, 71.0, 50.0, 63.7, 59.2 5, 45, infogain, 4, nb, N, 2313, 1332, 572, 1026, 63.7, 43.5, 19.8, 64.2, 57.7 5, 45, infogain, 4, nb, Y, 1026, 572, 1332, 2313, 63.7, 80.2, 56.5, 63.5, 57.7 5, 45, infogain, 4, j48, N, 2147, 1284, 738, 1074, 61.4, 45.5, 25.6, 59.3, 57.5 5, 45, infogain, 4, j48, Y, 1074, 738, 1284, 2147, 61.4, 74.4, 54.5, 62.6, 57.5 5, 45, infogain, 4, zeror, N, 2885, 2358, 0, 0, 55.0, 0.0, 0.0, 0.0, 29.3 5, 45, infogain, 4, zeror, Y, 0, 0, 2358, 2885, 55.0, 100.0, 100.0, 55.0, 29.3 5, 45, infogain, 4, oner, N, 1635, 837, 1250, 1521, 60.2, 64.5, 43.3, 54.9, 60.4 5, 45, infogain, 4, oner, Y, 1521, 1250, 837, 1635, 60.2, 56.7, 35.5, 66.1, 60.4 5, 45, infogain, 4, adtree, N, 2151, 984, 734, 1374, 67.2, 58.3, 25.4, 65.2, 65.4 5, 45, infogain, 4, adtree, Y, 1374, 734, 984, 2151, 67.2, 74.6, 41.7, 68.6, 65.4 5, 45, infogain, 4, bnet, N, 2235, 1126, 650, 1232, 66.1, 52.2, 22.5, 65.5, 62.7 5, 45, infogain, 4, bnet, Y, 1232, 650, 1126, 2235, 66.1, 77.5, 47.8, 66.5, 62.7 5, 45, infogain, 4, rbfnet, N, 2619, 1888, 266, 470, 58.9, 19.9, 9.2, 63.9, 43.0 5, 45, infogain, 4, rbfnet, Y, 470, 266, 1888, 2619, 58.9, 90.8, 80.1, 58.1, 43.0 5, 45, chisquared, 1, nb, N, 2300, 1334, 587, 1022, 63.4, 43.4, 20.3, 63.5, 57.5 5, 45, chisquared, 1, nb, Y, 1022, 587, 1334, 2300, 63.4, 79.7, 56.6, 63.3, 57.5 5, 45, chisquared, 1, j48, N, 2115, 1242, 772, 1114, 61.6, 47.3, 26.7, 59.1, 58.2 5, 45, chisquared, 1, j48, Y, 1114, 772, 1242, 2115, 61.6, 73.3, 52.7, 63.0, 58.2 5, 45, chisquared, 1, zeror, N, 2887, 2356, 0, 0, 55.1, 0.0, 0.0, 0.0, 29.3 5, 45, chisquared, 1, zeror, Y, 0, 0, 2356, 2887, 55.1, 100.0, 100.0, 55.1, 29.3 5, 45, chisquared, 1, oner, N, 1689, 781, 1198, 1575, 62.3, 66.9, 41.5, 56.8, 62.4 5, 45, chisquared, 1, oner, Y, 1575, 1198, 781, 1689, 62.3, 58.5, 33.1, 68.4, 62.4 5, 45, chisquared, 1, adtree, N, 2079, 890, 808, 1466, 67.6, 62.2, 28.0, 64.5, 66.8 5, 45, chisquared, 1, adtree, Y, 1466, 808, 890, 2079, 67.6, 72.0, 37.8, 70.0, 66.8 5, 45, chisquared, 1, bnet, N, 2211, 1114, 676, 1242, 65.9, 52.7, 23.4, 64.8, 62.7 5, 45, chisquared, 1, bnet, Y, 1242, 676, 1114, 2211, 65.9, 76.6, 47.3, 66.5, 62.7 5, 45, chisquared, 1, rbfnet, N, 2199, 1257, 688, 1099, 62.9, 46.6, 23.8, 61.5, 58.7 5, 45, chisquared, 1, rbfnet, Y, 1099, 688, 1257, 2199, 62.9, 76.2, 53.4, 63.6, 58.7 5, 45, chisquared, 2, nb, N, 2229, 1355, 610, 1049, 62.5, 43.6, 21.5, 63.2, 57.3 5, 45, chisquared, 2, nb, Y, 1049, 610, 1355, 2229, 62.5, 78.5, 56.4, 62.2, 57.3 5, 45, chisquared, 2, j48, N, 1977, 1213, 862, 1191, 60.4, 49.5, 30.4, 58.0, 58.4 5, 45, chisquared, 2, j48, Y, 1191, 862, 1213, 1977, 60.4, 69.6, 50.5, 62.0, 58.4 5, 45, chisquared, 2, zeror, N, 2839, 2404, 0, 0, 54.1, 0.0, 0.0, 0.0, 29.3 5, 45, chisquared, 2, zeror, Y, 0, 0, 2404, 2839, 54.1, 100.0, 100.0, 54.1, 29.3 5, 45, chisquared, 2, oner, N, 1654, 916, 1185, 1488, 59.9, 61.9, 41.7, 55.7, 60.0 5, 45, chisquared, 2, oner, Y, 1488, 1185, 916, 1654, 59.9, 58.3, 38.1, 64.4, 60.0 5, 45, chisquared, 2, adtree, N, 2081, 919, 758, 1485, 68.0, 61.8, 26.7, 66.2, 67.0 5, 45, chisquared, 2, adtree, Y, 1485, 758, 919, 2081, 68.0, 73.3, 38.2, 69.4, 67.0 5, 45, chisquared, 2, bnet, N, 2120, 1177, 719, 1227, 63.8, 51.0, 25.3, 63.1, 61.0 5, 45, chisquared, 2, bnet, Y, 1227, 719, 1177, 2120, 63.8, 74.7, 49.0, 64.3, 61.0 5, 45, chisquared, 2, rbfnet, N, 2097, 1234, 742, 1170, 62.3, 48.7, 26.1, 61.2, 59.3 5, 45, chisquared, 2, rbfnet, Y, 1170, 742, 1234, 2097, 62.3, 73.9, 51.3, 63.0, 59.3 5, 45, chisquared, 3, nb, N, 2247, 1360, 594, 1042, 62.7, 43.4, 20.9, 63.7, 57.3 5, 45, chisquared, 3, nb, Y, 1042, 594, 1360, 2247, 62.7, 79.1, 56.6, 62.3, 57.3 5, 45, chisquared, 3, j48, N, 2278, 1469, 563, 933, 61.2, 38.8, 19.8, 62.4, 54.5 5, 45, chisquared, 3, j48, Y, 933, 563, 1469, 2278, 61.2, 80.2, 61.2, 60.8, 54.5 5, 45, chisquared, 3, zeror, N, 2841, 2402, 0, 0, 54.2, 0.0, 0.0, 0.0, 29.3 5, 45, chisquared, 3, zeror, Y, 0, 0, 2402, 2841, 54.2, 100.0, 100.0, 54.2, 29.3 5, 45, chisquared, 3, oner, N, 1701, 798, 1140, 1604, 63.0, 66.8, 40.1, 58.5, 63.2 5, 45, chisquared, 3, oner, Y, 1604, 1140, 798, 1701, 63.0, 59.9, 33.2, 68.1, 63.2 5, 45, chisquared, 3, adtree, N, 2065, 932, 776, 1470, 67.4, 61.2, 27.3, 65.4, 66.4 5, 45, chisquared, 3, adtree, Y, 1470, 776, 932, 2065, 67.4, 72.7, 38.8, 68.9, 66.4 5, 45, chisquared, 3, bnet, N, 2150, 1139, 691, 1263, 65.1, 52.6, 24.3, 64.6, 62.3 5, 45, chisquared, 3, bnet, Y, 1263, 691, 1139, 2150, 65.1, 75.7, 47.4, 65.4, 62.3 5, 45, chisquared, 3, rbfnet, N, 1906, 1137, 935, 1265, 60.5, 52.7, 32.9, 57.5, 59.2 5, 45, chisquared, 3, rbfnet, Y, 1265, 935, 1137, 1906, 60.5, 67.1, 47.3, 62.6, 59.2 5, 45, chisquared, 4, nb, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 45, chisquared, 4, nb, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 45, chisquared, 4, j48, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 45, chisquared, 4, j48, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 45, chisquared, 4, zeror, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 45, chisquared, 4, zeror, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 45, chisquared, 4, oner, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 45, chisquared, 4, oner, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 45, chisquared, 4, adtree, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 45, chisquared, 4, adtree, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 45, chisquared, 4, bnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 45, chisquared, 4, bnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 45, chisquared, 4, rbfnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 45, chisquared, 4, rbfnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 45, chisquared, 5, nb, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 45, chisquared, 5, nb, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 45, chisquared, 5, j48, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 45, chisquared, 5, j48, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 45, chisquared, 5, zeror, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 45, chisquared, 5, zeror, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 45, chisquared, 5, oner, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 45, chisquared, 5, oner, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 45, chisquared, 5, adtree, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 45, chisquared, 5, adtree, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 45, chisquared, 5, bnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 45, chisquared, 5, bnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 45, chisquared, 5, rbfnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 45, chisquared, 5, rbfnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 45, oneR, 1, nb, N, 2345, 1428, 517, 953, 62.9, 40.0, 18.1, 64.8, 55.7 5, 45, oneR, 1, nb, Y, 953, 517, 1428, 2345, 62.9, 81.9, 60.0, 62.2, 55.7 5, 45, oneR, 1, j48, N, 1913, 1068, 949, 1313, 61.5, 55.1, 33.2, 58.0, 60.6 5, 45, oneR, 1, j48, Y, 1313, 949, 1068, 1913, 61.5, 66.8, 44.9, 64.2, 60.6 5, 45, oneR, 1, zeror, N, 2862, 2381, 0, 0, 54.6, 0.0, 0.0, 0.0, 29.3 5, 45, oneR, 1, zeror, Y, 0, 0, 2381, 2862, 54.6, 100.0, 100.0, 54.6, 29.3 5, 45, oneR, 1, oner, N, 1677, 919, 1185, 1462, 59.9, 61.4, 41.4, 55.2, 60.0 5, 45, oneR, 1, oner, Y, 1462, 1185, 919, 1677, 59.9, 58.6, 38.6, 64.6, 60.0 5, 45, oneR, 1, adtree, N, 2101, 912, 761, 1469, 68.1, 61.7, 26.6, 65.9, 67.0 5, 45, oneR, 1, adtree, Y, 1469, 761, 912, 2101, 68.1, 73.4, 38.3, 69.7, 67.0 5, 45, oneR, 1, bnet, N, 2085, 948, 777, 1433, 67.1, 60.2, 27.1, 64.8, 65.9 5, 45, oneR, 1, bnet, Y, 1433, 777, 948, 2085, 67.1, 72.9, 39.8, 68.7, 65.9 5, 45, oneR, 1, rbfnet, N, 2376, 1581, 486, 800, 60.6, 33.6, 17.0, 62.2, 51.5 5, 45, oneR, 1, rbfnet, Y, 800, 486, 1581, 2376, 60.6, 83.0, 66.4, 60.0, 51.5 5, 45, oneR, 2, nb, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 45, oneR, 2, nb, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 45, oneR, 2, j48, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 45, oneR, 2, j48, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 45, oneR, 2, zeror, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 45, oneR, 2, zeror, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 45, oneR, 2, oner, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 45, oneR, 2, oner, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 45, oneR, 2, adtree, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 45, oneR, 2, adtree, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 45, oneR, 2, bnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 45, oneR, 2, bnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 45, oneR, 2, rbfnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 45, oneR, 2, rbfnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 45, oneR, 3, nb, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 45, oneR, 3, nb, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 45, oneR, 3, j48, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 45, oneR, 3, j48, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 45, oneR, 3, zeror, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 45, oneR, 3, zeror, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 45, oneR, 3, oner, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 45, oneR, 3, oner, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 45, oneR, 3, adtree, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 45, oneR, 3, adtree, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 45, oneR, 3, bnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 45, oneR, 3, bnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 45, oneR, 3, rbfnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 45, oneR, 3, rbfnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 45, oneR, 4, nb, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 45, oneR, 4, nb, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 45, oneR, 4, j48, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 45, oneR, 4, j48, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 45, oneR, 4, zeror, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 45, oneR, 4, zeror, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 45, oneR, 4, oner, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 45, oneR, 4, oner, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 45, oneR, 4, adtree, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 45, oneR, 4, adtree, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 45, oneR, 4, bnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 45, oneR, 4, bnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 45, oneR, 4, rbfnet, N, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 45, oneR, 4, rbfnet, Y, 0, 0, 0, 0, 0.0, 0.0, 0.0, 0.0, 0.0 5, 45, oneR, 5, nb, N, 3487, 1076, 963, 703, 67.3, 39.5, 21.6, 42.2, 54.6 5, 45, oneR, 5, nb, Y, 703, 963, 1076, 3487, 67.3, 78.4, 60.5, 76.4, 54.6 5, 45, oneR, 5, j48, N, 4450, 1779, 0, 0, 71.4, 0.0, 0.0, 0.0, 29.3 5, 45, oneR, 5, j48, Y, 0, 0, 1779, 4450, 71.4, 100.0, 100.0, 71.4, 29.3 5, 45, oneR, 5, zeror, N, 4450, 1779, 0, 0, 71.4, 0.0, 0.0, 0.0, 29.3 5, 45, oneR, 5, zeror, Y, 0, 0, 1779, 4450, 71.4, 100.0, 100.0, 71.4, 29.3 5, 45, oneR, 5, oner, N, 4300, 1663, 150, 116, 70.9, 6.5, 3.4, 43.6, 33.9 5, 45, oneR, 5, oner, Y, 116, 150, 1663, 4300, 70.9, 96.6, 93.5, 72.1, 33.9 5, 45, oneR, 5, adtree, N, 4183, 1542, 267, 237, 71.0, 13.3, 6.0, 47.0, 38.6 5, 45, oneR, 5, adtree, Y, 237, 267, 1542, 4183, 71.0, 94.0, 86.7, 73.1, 38.6 5, 45, oneR, 5, bnet, N, 4162, 1560, 288, 219, 70.3, 12.3, 6.5, 43.2, 37.8 5, 45, oneR, 5, bnet, Y, 219, 288, 1560, 4162, 70.3, 93.5, 87.7, 72.7, 37.8 5, 45, oneR, 5, rbfnet, N, 4142, 1524, 308, 255, 70.6, 14.3, 6.9, 45.3, 39.2 5, 45, oneR, 5, rbfnet, Y, 255, 308, 1524, 4142, 70.6, 93.1, 85.7, 73.1, 39.2 5, 50, cfs, 1, nb, N, 2380, 1373, 549, 941, 63.3, 40.7, 18.7, 63.2, 56.0 5, 50, cfs, 1, nb, Y, 941, 549, 1373, 2380, 63.3, 81.3, 59.3, 63.4, 56.0 5, 50, cfs, 1, j48, N, 2222, 1320, 707, 994, 61.3, 43.0, 24.1, 58.4, 56.2 5, 50, cfs, 1, j48, Y, 994, 707, 1320, 2222, 61.3, 75.9, 57.0, 62.7, 56.2 5, 50, cfs, 1, zeror, N, 2929, 2314, 0, 0, 55.9, 0.0, 0.0, 0.0, 29.3 5, 50, cfs, 1, zeror, Y, 0, 0, 2314, 2929, 55.9, 100.0, 100.0, 55.9, 29.3 5, 50, cfs, 1, oner, N, 1725, 875, 1204, 1439, 60.3, 62.2, 41.1, 54.4, 60.5 5, 50, cfs, 1, oner, Y, 1439, 1204, 875, 1725, 60.3, 58.9, 37.8, 66.3, 60.5 5, 50, cfs, 1, adtree, N, 2066, 836, 863, 1478, 67.6, 63.9, 29.5, 63.1, 67.0 5, 50, cfs, 1, adtree, Y, 1478, 863, 836, 2066, 67.6, 70.5, 36.1, 71.2, 67.0 5, 50, cfs, 1, bnet, N, 2183, 1031, 746, 1283, 66.1, 55.4, 25.5, 63.2, 63.7 5, 50, cfs, 1, bnet, Y, 1283, 746, 1031, 2183, 66.1, 74.5, 44.6, 67.9, 63.7 5, 50, cfs, 1, rbfnet, N, 2045, 1169, 884, 1145, 60.8, 49.5, 30.2, 56.4, 58.4 5, 50, cfs, 1, rbfnet, Y, 1145, 884, 1169, 2045, 60.8, 69.8, 50.5, 63.6, 58.4 5, 50, cfs, 2, nb, N, 2296, 1365, 582, 1000, 62.9, 42.3, 20.2, 63.2, 56.8 5, 50, cfs, 2, nb, Y, 1000, 582, 1365, 2296, 62.9, 79.8, 57.7, 62.7, 56.8 5, 50, cfs, 2, j48, N, 2254, 1504, 624, 861, 59.4, 36.4, 21.7, 58.0, 52.5 5, 50, cfs, 2, j48, Y, 861, 624, 1504, 2254, 59.4, 78.3, 63.6, 60.0, 52.5 5, 50, cfs, 2, zeror, N, 2878, 2365, 0, 0, 54.9, 0.0, 0.0, 0.0, 29.3 5, 50, cfs, 2, zeror, Y, 0, 0, 2365, 2878, 54.9, 100.0, 100.0, 54.9, 29.3 5, 50, cfs, 2, oner, N, 1702, 904, 1176, 1461, 60.3, 61.8, 40.9, 55.4, 60.4 5, 50, cfs, 2, oner, Y, 1461, 1176, 904, 1702, 60.3, 59.1, 38.2, 65.3, 60.4 5, 50, cfs, 2, adtree, N, 2150, 1032, 728, 1333, 66.4, 56.4, 25.3, 64.7, 64.3 5, 50, cfs, 2, adtree, Y, 1333, 728, 1032, 2150, 66.4, 74.7, 43.6, 67.6, 64.3 5, 50, cfs, 2, bnet, N, 2131, 1004, 747, 1361, 66.6, 57.5, 26.0, 64.6, 64.8 5, 50, cfs, 2, bnet, Y, 1361, 747, 1004, 2131, 66.6, 74.0, 42.5, 68.0, 64.8 5, 50, cfs, 2, rbfnet, N, 2137, 1183, 741, 1182, 63.3, 50.0, 25.7, 61.5, 60.2 5, 50, cfs, 2, rbfnet, Y, 1182, 741, 1183, 2137, 63.3, 74.3, 50.0, 64.4, 60.2 5, 50, cfs, 3, nb, N, 2300, 1373, 572, 998, 62.9, 42.1, 19.9, 63.6, 56.7 5, 50, cfs, 3, nb, Y, 998, 572, 1373, 2300, 62.9, 80.1, 57.9, 62.6, 56.7 5, 50, cfs, 3, j48, N, 2293, 1439, 579, 932, 61.5, 39.3, 20.2, 61.7, 54.8 5, 50, cfs, 3, j48, Y, 932, 579, 1439, 2293, 61.5, 79.8, 60.7, 61.4, 54.8 5, 50, cfs, 3, zeror, N, 2872, 2371, 0, 0, 54.8, 0.0, 0.0, 0.0, 29.3 5, 50, cfs, 3, zeror, Y, 0, 0, 2371, 2872, 54.8, 100.0, 100.0, 54.8, 29.3 5, 50, cfs, 3, oner, N, 1730, 828, 1142, 1543, 62.4, 65.1, 39.8, 57.5, 62.6 5, 50, cfs, 3, oner, Y, 1543, 1142, 828, 1730, 62.4, 60.2, 34.9, 67.6, 62.6 5, 50, cfs, 3, adtree, N, 2157, 934, 715, 1437, 68.5, 60.6, 24.9, 66.8, 67.0 5, 50, cfs, 3, adtree, Y, 1437, 715, 934, 2157, 68.5, 75.1, 39.4, 69.8, 67.0 5, 50, cfs, 3, bnet, N, 2148, 1060, 724, 1311, 66.0, 55.3, 25.2, 64.4, 63.7 5, 50, cfs, 3, bnet, Y, 1311, 724, 1060, 2148, 66.0, 74.8, 44.7, 67.0, 63.7 5, 50, cfs, 3, rbfnet, N, 2197, 1309, 675, 1062, 62.2, 44.8, 23.5, 61.1, 57.6 5, 50, cfs, 3, rbfnet, Y, 1062, 675, 1309, 2197, 62.2, 76.5, 55.2, 62.7, 57.6 5, 50, cfs, 4, nb, N, 2286, 1386, 591, 980, 62.3, 41.4, 20.5, 62.4, 56.1 5, 50, cfs, 4, nb, Y, 980, 591, 1386, 2286, 62.3, 79.5, 58.6, 62.3, 56.1 5, 50, cfs, 4, j48, N, 2116, 1350, 761, 1016, 59.7, 42.9, 26.5, 57.2, 55.5 5, 50, cfs, 4, j48, Y, 1016, 761, 1350, 2116, 59.7, 73.5, 57.1, 61.1, 55.5 5, 50, cfs, 4, zeror, N, 2877, 2366, 0, 0, 54.9, 0.0, 0.0, 0.0, 29.3 5, 50, cfs, 4, zeror, Y, 0, 0, 2366, 2877, 54.9, 100.0, 100.0, 54.9, 29.3 5, 50, cfs, 4, oner, N, 1689, 905, 1188, 1461, 60.1, 61.7, 41.3, 55.2, 60.2 5, 50, cfs, 4, oner, Y, 1461, 1188, 905, 1689, 60.1, 58.7, 38.3, 65.1, 60.2 5, 50, cfs, 4, adtree, N, 2081, 902, 796, 1464, 67.6, 61.9, 27.7, 64.8, 66.7 5, 50, cfs, 4, adtree, Y, 1464, 796, 902, 2081, 67.6, 72.3, 38.1, 69.8, 66.7 5, 50, cfs, 4, bnet, N, 2139, 1081, 738, 1285, 65.3, 54.3, 25.7, 63.5, 62.9 5, 50, cfs, 4, bnet, Y, 1285, 738, 1081, 2139, 65.3, 74.3, 45.7, 66.4, 62.9 5, 50, cfs, 4, rbfnet, N, 2307, 1471, 570, 895, 61.1, 37.8, 19.8, 61.1, 53.9 5, 50, cfs, 4, rbfnet, Y, 895, 570, 1471, 2307, 61.1, 80.2, 62.2, 61.1, 53.9 5, 50, cfs, 5, nb, N, 3460, 1063, 974, 759, 67.4, 41.7, 22.0, 43.8, 55.9 5, 50, cfs, 5, nb, Y, 759, 974, 1063, 3460, 67.4, 78.0, 58.3, 76.5, 55.9 5, 50, cfs, 5, j48, N, 4434, 1822, 0, 0, 70.9, 0.0, 0.0, 0.0, 29.3 5, 50, cfs, 5, j48, Y, 0, 0, 1822, 4434, 70.9, 100.0, 100.0, 70.9, 29.3 5, 50, cfs, 5, zeror, N, 4434, 1822, 0, 0, 70.9, 0.0, 0.0, 0.0, 29.3 5, 50, cfs, 5, zeror, Y, 0, 0, 1822, 4434, 70.9, 100.0, 100.0, 70.9, 29.3 5, 50, cfs, 5, oner, N, 4288, 1701, 146, 121, 70.5, 6.6, 3.3, 45.3, 33.9 5, 50, cfs, 5, oner, Y, 121, 146, 1701, 4288, 70.5, 96.7, 93.4, 71.6, 33.9 5, 50, cfs, 5, adtree, N, 4223, 1625, 211, 197, 70.7, 10.8, 4.8, 48.3, 36.8 5, 50, cfs, 5, adtree, Y, 197, 211, 1625, 4223, 70.7, 95.2, 89.2, 72.2, 36.8 5, 50, cfs, 5, bnet, N, 4145, 1604, 289, 218, 69.7, 12.0, 6.5, 43.0, 37.6 5, 50, cfs, 5, bnet, Y, 218, 289, 1604, 4145, 69.7, 93.5, 88.0, 72.1, 37.6 5, 50, cfs, 5, rbfnet, N, 3946, 1500, 488, 322, 68.2, 17.7, 11.0, 39.8, 41.3 5, 50, cfs, 5, rbfnet, Y, 322, 488, 1500, 3946, 68.2, 89.0, 82.3, 72.5, 41.3 5, 50, infogain, 1, nb, N, 2247, 1343, 584, 1069, 63.2, 44.3, 20.6, 64.7, 58.0 5, 50, infogain, 1, nb, Y, 1069, 584, 1343, 2247, 63.2, 79.4, 55.7, 62.6, 58.0 5, 50, infogain, 1, j48, N, 2077, 1316, 754, 1096, 60.5, 45.4, 26.6, 59.2, 57.1 5, 50, infogain, 1, j48, Y, 1096, 754, 1316, 2077, 60.5, 73.4, 54.6, 61.2, 57.1 5, 50, infogain, 1, zeror, N, 2831, 2412, 0, 0, 54.0, 0.0, 0.0, 0.0, 29.3 5, 50, infogain, 1, zeror, Y, 0, 0, 2412, 2831, 54.0, 100.0, 100.0, 54.0, 29.3 5, 50, infogain, 1, oner, N, 1628, 902, 1203, 1510, 59.9, 62.6, 42.5, 55.7, 60.0 5, 50, infogain, 1, oner, Y, 1510, 1203, 902, 1628, 59.9, 57.5, 37.4, 64.3, 60.0 5, 50, infogain, 1, adtree, N, 2081, 936, 750, 1476, 67.8, 61.2, 26.5, 66.3, 66.8 5, 50, infogain, 1, adtree, Y, 1476, 750, 936, 2081, 67.8, 73.5, 38.8, 69.0, 66.8 5, 50, infogain, 1, bnet, N, 2163, 1087, 668, 1325, 66.5, 54.9, 23.6, 66.5, 64.0 5, 50, infogain, 1, bnet, Y, 1325, 668, 1087, 2163, 66.5, 76.4, 45.1, 66.6, 64.0 5, 50, infogain, 1, rbfnet, N, 1914, 1156, 917, 1256, 60.5, 52.1, 32.4, 57.8, 59.1 5, 50, infogain, 1, rbfnet, Y, 1256, 917, 1156, 1914, 60.5, 67.6, 47.9, 62.3, 59.1 5, 50, infogain, 2, nb, N, 2272, 1344, 572, 1055, 63.5, 44.0, 20.1, 64.8, 57.9 5, 50, infogain, 2, nb, Y, 1055, 572, 1344, 2272, 63.5, 79.9, 56.0, 62.8, 57.9 5, 50, infogain, 2, j48, N, 2083, 1254, 761, 1145, 61.6, 47.7, 26.8, 60.1, 58.5 5, 50, infogain, 2, j48, Y, 1145, 761, 1254, 2083, 61.6, 73.2, 52.3, 62.4, 58.5 5, 50, infogain, 2, zeror, N, 2844, 2399, 0, 0, 54.2, 0.0, 0.0, 0.0, 29.3 5, 50, infogain, 2, zeror, Y, 0, 0, 2399, 2844, 54.2, 100.0, 100.0, 54.2, 29.3 5, 50, infogain, 2, oner, N, 1652, 890, 1192, 1509, 60.3, 62.9, 41.9, 55.9, 60.4 5, 50, infogain, 2, oner, Y, 1509, 1192, 890, 1652, 60.3, 58.1, 37.1, 65.0, 60.4 5, 50, infogain, 2, adtree, N, 2121, 976, 723, 1423, 67.6, 59.3, 25.4, 66.3, 66.1 5, 50, infogain, 2, adtree, Y, 1423, 723, 976, 2121, 67.6, 74.6, 40.7, 68.5, 66.1 5, 50, infogain, 2, bnet, N, 2176, 1149, 668, 1250, 65.3, 52.1, 23.5, 65.2, 62.3 5, 50, infogain, 2, bnet, Y, 1250, 668, 1149, 2176, 65.3, 76.5, 47.9, 65.4, 62.3 5, 50, infogain, 2, rbfnet, N, 1843, 1070, 1001, 1329, 60.5, 55.4, 35.2, 57.0, 59.8 5, 50, infogain, 2, rbfnet, Y, 1329, 1001, 1070, 1843, 60.5, 64.8, 44.6, 63.3, 59.8 5, 50, infogain, 3, nb, N, 2245, 1303, 619, 1076, 63.3, 45.2, 21.6, 63.5, 58.4 5, 50, infogain, 3, nb, Y, 1076, 619, 1303, 2245, 63.3, 78.4, 54.8, 63.3, 58.4 5, 50, infogain, 3, j48, N, 2113, 1292, 751, 1087, 61.0, 45.7, 26.2, 59.1, 57.4 5, 50, infogain, 3, j48, Y, 1087, 751, 1292, 2113, 61.0, 73.8, 54.3, 62.1, 57.4 5, 50, infogain, 3, zeror, N, 2864, 2379, 0, 0, 54.6, 0.0, 0.0, 0.0, 29.3 5, 50, infogain, 3, zeror, Y, 0, 0, 2379, 2864, 54.6, 100.0, 100.0, 54.6, 29.3 5, 50, infogain, 3, oner, N, 1622, 847, 1242, 1532, 60.2, 64.4, 43.4, 55.2, 60.3 5, 50, infogain, 3, oner, Y, 1532, 1242, 847, 1622, 60.2, 56.6, 35.6, 65.7, 60.3 5, 50, infogain, 3, adtree, N, 2062, 896, 802, 1483, 67.6, 62.3, 28.0, 64.9, 66.8 5, 50, infogain, 3, adtree, Y, 1483, 802, 896, 2062, 67.6, 72.0, 37.7, 69.7, 66.8 5, 50, infogain, 3, bnet, N, 2223, 1105, 641, 1274, 66.7, 53.6, 22.4, 66.5, 63.5 5, 50, infogain, 3, bnet, Y, 1274, 641, 1105, 2223, 66.7, 77.6, 46.4, 66.8, 63.5 5, 50, infogain, 3, rbfnet, N, 1782, 983, 1082, 1396, 60.6, 58.7, 37.8, 56.3, 60.4 5, 50, infogain, 3, rbfnet, Y, 1396, 1082, 983, 1782, 60.6, 62.2, 41.3, 64.4, 60.4 5, 50, infogain, 5, nb, N, 3897, 1409, 563, 366, 68.4, 20.6, 12.6, 39.4, 43.2 5, 50, infogain, 5, nb, Y, 366, 563, 1409, 3897, 68.4, 87.4, 79.4, 73.4, 43.2 5, 50, infogain, 5, j48, N, 4295, 1569, 165, 206, 72.2, 11.6, 3.7, 55.5, 37.4 5, 50, infogain, 5, j48, Y, 206, 165, 1569, 4295, 72.2, 96.3, 88.4, 73.2, 37.4 5, 50, infogain, 5, zeror, N, 4460, 1775, 0, 0, 71.5, 0.0, 0.0, 0.0, 29.3 5, 50, infogain, 5, zeror, Y, 0, 0, 1775, 4460, 71.5, 100.0, 100.0, 71.5, 29.3 5, 50, infogain, 5, oner, N, 4360, 1673, 100, 102, 71.6, 5.7, 2.2, 50.5, 33.3 5, 50, infogain, 5, oner, Y, 102, 100, 1673, 4360, 71.6, 97.8, 94.3, 72.3, 33.3 5, 50, infogain, 5, adtree, N, 4360, 1642, 100, 133, 72.1, 7.5, 2.2, 57.1, 34.6 5, 50, infogain, 5, adtree, Y, 133, 100, 1642, 4360, 72.1, 97.8, 92.5, 72.6, 34.6 5, 50, infogain, 5, bnet, N, 4236, 1555, 224, 220, 71.5, 12.4, 5.0, 49.5, 38.0 5, 50, infogain, 5, bnet, Y, 220, 224, 1555, 4236, 71.5, 95.0, 87.6, 73.1, 38.0 5, 50, infogain, 5, rbfnet, N, 4460, 1775, 0, 0, 71.5, 0.0, 0.0, 0.0, 29.3 5, 50, infogain, 5, rbfnet, Y, 0, 0, 1775, 4460, 71.5, 100.0, 100.0, 71.5, 29.3 5, 50, chisquared, 1, nb, N, 2284, 1334, 581, 1044, 63.5, 43.9, 20.3, 64.2, 57.8 5, 50, chisquared, 1, nb, Y, 1044, 581, 1334, 2284, 63.5, 79.7, 56.1, 63.1, 57.8 5, 50, chisquared, 1, j48, N, 2199, 1370, 666, 1008, 61.2, 42.4, 23.2, 60.2, 56.1 5, 50, chisquared, 1, j48, Y, 1008, 666, 1370, 2199, 61.2, 76.8, 57.6, 61.6, 56.1 5, 50, chisquared, 1, zeror, N, 2865, 2378, 0, 0, 54.6, 0.0, 0.0, 0.0, 29.3 5, 50, chisquared, 1, zeror, Y, 0, 0, 2378, 2865, 54.6, 100.0, 100.0, 54.6, 29.3 5, 50, chisquared, 1, oner, N, 1728, 862, 1137, 1516, 61.9, 63.8, 39.7, 57.1, 62.0 5, 50, chisquared, 1, oner, Y, 1516, 1137, 862, 1728, 61.9, 60.3, 36.2, 66.7, 62.0 5, 50, chisquared, 1, adtree, N, 2109, 931, 756, 1447, 67.8, 60.8, 26.4, 65.7, 66.6 5, 50, chisquared, 1, adtree, Y, 1447, 756, 931, 2109, 67.8, 73.6, 39.2, 69.4, 66.6 5, 50, chisquared, 1, bnet, N, 2201, 1112, 664, 1266, 66.1, 53.2, 23.2, 65.6, 63.1 5, 50, chisquared, 1, bnet, Y, 1266, 664, 1112, 2201, 66.1, 76.8, 46.8, 66.4, 63.1 5, 50, chisquared, 1, rbfnet, N, 1981, 1171, 884, 1207, 60.8, 50.8, 30.9, 57.7, 58.9 5, 50, chisquared, 1, rbfnet, Y, 1207, 884, 1171, 1981, 60.8, 69.1, 49.2, 62.8, 58.9 5, 50, chisquared, 2, nb, N, 2279, 1335, 573, 1056, 63.6, 44.2, 20.1, 64.8, 58.0 5, 50, chisquared, 2, nb, Y, 1056, 573, 1335, 2279, 63.6, 79.9, 55.8, 63.1, 58.0 5, 50, chisquared, 2, j48, N, 2149, 1304, 703, 1087, 61.7, 45.5, 24.6, 60.7, 57.7 5, 50, chisquared, 2, j48, Y, 1087, 703, 1304, 2149, 61.7, 75.4, 54.5, 62.2, 57.7 5, 50, chisquared, 2, zeror, N, 2852, 2391, 0, 0, 54.4, 0.0, 0.0, 0.0, 29.3 5, 50, chisquared, 2, zeror, Y, 0, 0, 2391, 2852, 54.4, 100.0, 100.0, 54.4, 29.3 5, 50, chisquared, 2, oner, N, 1682, 932, 1170, 1459, 59.9, 61.0, 41.0, 55.5, 60.0 5, 50, chisquared, 2, oner, Y, 1459, 1170, 932, 1682, 59.9, 59.0, 39.0, 64.3, 60.0 5, 50, chisquared, 2, adtree, N, 2190, 1057, 662, 1334, 67.2, 55.8, 23.2, 66.8, 64.7 5, 50, chisquared, 2, adtree, Y, 1334, 662, 1057, 2190, 67.2, 76.8, 44.2, 67.4, 64.7 5, 50, chisquared, 2, bnet, N, 2169, 1102, 683, 1289, 66.0, 53.9, 23.9, 65.4, 63.3 5, 50, chisquared, 2, bnet, Y, 1289, 683, 1102, 2169, 66.0, 76.1, 46.1, 66.3, 63.3 5, 50, chisquared, 2, rbfnet, N, 2174, 1338, 678, 1053, 61.5, 44.0, 23.8, 60.8, 57.0 5, 50, chisquared, 2, rbfnet, Y, 1053, 678, 1338, 2174, 61.5, 76.2, 56.0, 61.9, 57.0 5, 50, chisquared, 4, nb, N, 4145, 1297, 712, 588, 70.2, 31.2, 14.7, 45.2, 50.3 5, 50, chisquared, 4, nb, Y, 588, 712, 1297, 4145, 70.2, 85.3, 68.8, 76.2, 50.3 5, 50, chisquared, 4, j48, N, 4857, 1885, 0, 0, 72.0, 0.0, 0.0, 0.0, 29.3 5, 50, chisquared, 4, j48, Y, 0, 0, 1885, 4857, 72.0, 100.0, 100.0, 72.0, 29.3 5, 50, chisquared, 4, zeror, N, 4857, 1885, 0, 0, 72.0, 0.0, 0.0, 0.0, 29.3 5, 50, chisquared, 4, zeror, Y, 0, 0, 1885, 4857, 72.0, 100.0, 100.0, 72.0, 29.3 5, 50, chisquared, 4, oner, N, 4692, 1765, 165, 120, 71.4, 6.4, 3.4, 42.1, 33.7 5, 50, chisquared, 4, oner, Y, 120, 165, 1765, 4692, 71.4, 96.6, 93.6, 72.7, 33.7 5, 50, chisquared, 4, adtree, N, 4665, 1698, 192, 187, 72.0, 9.9, 4.0, 49.3, 36.2 5, 50, chisquared, 4, adtree, Y, 187, 192, 1698, 4665, 72.0, 96.0, 90.1, 73.3, 36.2 5, 50, chisquared, 4, bnet, N, 4478, 1559, 379, 326, 71.3, 17.3, 7.8, 46.2, 41.3 5, 50, chisquared, 4, bnet, Y, 326, 379, 1559, 4478, 71.3, 92.2, 82.7, 74.2, 41.3 5, 50, chisquared, 4, rbfnet, N, 4393, 1468, 464, 417, 71.3, 22.1, 9.6, 47.3, 44.5 5, 50, chisquared, 4, rbfnet, Y, 417, 464, 1468, 4393, 71.3, 90.4, 77.9, 75.0, 44.5 5, 50, chisquared, 5, nb, N, 3878, 1252, 609, 537, 70.3, 30.0, 13.6, 46.9, 49.6 5, 50, chisquared, 5, nb, Y, 537, 609, 1252, 3878, 70.3, 86.4, 70.0, 75.6, 49.6 5, 50, chisquared, 5, j48, N, 4487, 1789, 0, 0, 71.5, 0.0, 0.0, 0.0, 29.3 5, 50, chisquared, 5, j48, Y, 0, 0, 1789, 4487, 71.5, 100.0, 100.0, 71.5, 29.3 5, 50, chisquared, 5, zeror, N, 4487, 1789, 0, 0, 71.5, 0.0, 0.0, 0.0, 29.3 5, 50, chisquared, 5, zeror, Y, 0, 0, 1789, 4487, 71.5, 100.0, 100.0, 71.5, 29.3 5, 50, chisquared, 5, oner, N, 4342, 1678, 145, 111, 71.0, 6.2, 3.2, 43.4, 33.6 5, 50, chisquared, 5, oner, Y, 111, 145, 1678, 4342, 71.0, 96.8, 93.8, 72.1, 33.6 5, 50, chisquared, 5, adtree, N, 4393, 1666, 94, 123, 72.0, 6.9, 2.1, 56.7, 34.1 5, 50, chisquared, 5, adtree, Y, 123, 94, 1666, 4393, 72.0, 97.9, 93.1, 72.5, 34.1 5, 50, chisquared, 5, bnet, N, 4157, 1480, 330, 309, 71.2, 17.3, 7.4, 48.4, 41.3 5, 50, chisquared, 5, bnet, Y, 309, 330, 1480, 4157, 71.2, 92.6, 82.7, 73.7, 41.3 5, 50, chisquared, 5, rbfnet, N, 4380, 1655, 107, 134, 71.9, 7.5, 2.4, 55.6, 34.6 5, 50, chisquared, 5, rbfnet, Y, 134, 107, 1655, 4380, 71.9, 97.6, 92.5, 72.6, 34.6 5, 50, oneR, 1, nb, N, 2325, 1477, 511, 930, 62.1, 38.6, 18.0, 64.5, 54.8 5, 50, oneR, 1, nb, Y, 930, 511, 1477, 2325, 62.1, 82.0, 61.4, 61.2, 54.8 5, 50, oneR, 1, j48, N, 1893, 1103, 943, 1304, 61.0, 54.2, 33.3, 58.0, 60.0 5, 50, oneR, 1, j48, Y, 1304, 943, 1103, 1893, 61.0, 66.7, 45.8, 63.2, 60.0 5, 50, oneR, 1, zeror, N, 2836, 2407, 0, 0, 54.1, 0.0, 0.0, 0.0, 29.3 5, 50, oneR, 1, zeror, Y, 0, 0, 2407, 2836, 54.1, 100.0, 100.0, 54.1, 29.3 5, 50, oneR, 1, oner, N, 1702, 912, 1134, 1495, 61.0, 62.1, 40.0, 56.9, 61.0 5, 50, oneR, 1, oner, Y, 1495, 1134, 912, 1702, 61.0, 60.0, 37.9, 65.1, 61.0 5, 50, oneR, 1, adtree, N, 2046, 949, 790, 1458, 66.8, 60.6, 27.9, 64.9, 65.9 5, 50, oneR, 1, adtree, Y, 1458, 790, 949, 2046, 66.8, 72.1, 39.4, 68.3, 65.9 5, 50, oneR, 1, bnet, N, 2120, 991, 716, 1416, 67.4, 58.8, 25.2, 66.4, 65.8 5, 50, oneR, 1, bnet, Y, 1416, 716, 991, 2120, 67.4, 74.8, 41.2, 68.1, 65.8 5, 50, oneR, 1, rbfnet, N, 2104, 1267, 732, 1140, 61.9, 47.4, 25.8, 60.9, 58.5 5, 50, oneR, 1, rbfnet, Y, 1140, 732, 1267, 2104, 61.9, 74.2, 52.6, 62.4, 58.5 5, 50, oneR, 2, nb, N, 2380, 1468, 488, 907, 62.7, 38.2, 17.0, 65.0, 54.7 5, 50, oneR, 2, nb, Y, 907, 488, 1468, 2380, 62.7, 83.0, 61.8, 61.9, 54.7 5, 50, oneR, 2, j48, N, 1946, 1057, 922, 1318, 62.3, 55.5, 32.1, 58.8, 61.2 5, 50, oneR, 2, j48, Y, 1318, 922, 1057, 1946, 62.3, 67.9, 44.5, 64.8, 61.2 5, 50, oneR, 2, zeror, N, 2868, 2375, 0, 0, 54.7, 0.0, 0.0, 0.0, 29.3 5, 50, oneR, 2, zeror, Y, 0, 0, 2375, 2868, 54.7, 100.0, 100.0, 54.7, 29.3 5, 50, oneR, 2, oner, N, 1690, 832, 1178, 1543, 61.7, 65.0, 41.1, 56.7, 61.8 5, 50, oneR, 2, oner, Y, 1543, 1178, 832, 1690, 61.7, 58.9, 35.0, 67.0, 61.8 5, 50, oneR, 2, adtree, N, 2240, 1037, 628, 1338, 68.2, 56.3, 21.9, 68.1, 65.5 5, 50, oneR, 2, adtree, Y, 1338, 628, 1037, 2240, 68.2, 78.1, 43.7, 68.4, 65.5 5, 50, oneR, 2, bnet, N, 2051, 962, 817, 1413, 66.1, 59.5, 28.5, 63.4, 65.0 5, 50, oneR, 2, bnet, Y, 1413, 817, 962, 2051, 66.1, 71.5, 40.5, 68.1, 65.0 5, 50, oneR, 2, rbfnet, N, 2120, 1145, 748, 1230, 63.9, 51.8, 26.1, 62.2, 61.2 5, 50, oneR, 2, rbfnet, Y, 1230, 748, 1145, 2120, 63.9, 73.9, 48.2, 64.9, 61.2 5, 50, oneR, 3, nb, N, 3719, 1091, 1099, 834, 67.5, 43.3, 22.8, 43.1, 56.8 5, 50, oneR, 3, nb, Y, 834, 1099, 1091, 3719, 67.5, 77.2, 56.7, 77.3, 56.8 5, 50, oneR, 3, j48, N, 4818, 1925, 0, 0, 71.5, 0.0, 0.0, 0.0, 29.3 5, 50, oneR, 3, j48, Y, 0, 0, 1925, 4818, 71.5, 100.0, 100.0, 71.5, 29.3 5, 50, oneR, 3, zeror, N, 4818, 1925, 0, 0, 71.5, 0.0, 0.0, 0.0, 29.3 5, 50, oneR, 3, zeror, Y, 0, 0, 1925, 4818, 71.5, 100.0, 100.0, 71.5, 29.3 5, 50, oneR, 3, oner, N, 4639, 1799, 179, 126, 70.7, 6.5, 3.7, 41.3, 33.9 5, 50, oneR, 3, oner, Y, 126, 179, 1799, 4639, 70.7, 96.3, 93.5, 72.1, 33.9 5, 50, oneR, 3, adtree, N, 4654, 1770, 164, 155, 71.3, 8.1, 3.4, 48.6, 34.9 5, 50, oneR, 3, adtree, Y, 155, 164, 1770, 4654, 71.3, 96.6, 91.9, 72.4, 34.9 5, 50, oneR, 3, bnet, N, 4479, 1670, 339, 255, 70.2, 13.2, 7.0, 42.9, 38.5 5, 50, oneR, 3, bnet, Y, 255, 339, 1670, 4479, 70.2, 93.0, 86.8, 72.8, 38.5 5, 50, oneR, 3, rbfnet, N, 4317, 1574, 501, 351, 69.2, 18.2, 10.4, 41.2, 41.7 5, 50, oneR, 3, rbfnet, Y, 351, 501, 1574, 4317, 69.2, 89.6, 81.8, 73.3, 41.7 5, 50, oneR, 4, nb, N, 3690, 1136, 1127, 789, 66.4, 41.0, 23.4, 41.2, 55.1 5, 50, oneR, 4, nb, Y, 789, 1127, 1136, 3690, 66.4, 76.6, 59.0, 76.5, 55.1 5, 50, oneR, 4, j48, N, 4817, 1925, 0, 0, 71.4, 0.0, 0.0, 0.0, 29.3 5, 50, oneR, 4, j48, Y, 0, 0, 1925, 4817, 71.4, 100.0, 100.0, 71.4, 29.3 5, 50, oneR, 4, zeror, N, 4817, 1925, 0, 0, 71.4, 0.0, 0.0, 0.0, 29.3 5, 50, oneR, 4, zeror, Y, 0, 0, 1925, 4817, 71.4, 100.0, 100.0, 71.4, 29.3 5, 50, oneR, 4, oner, N, 4617, 1793, 200, 132, 70.4, 6.9, 4.2, 39.8, 34.1 5, 50, oneR, 4, oner, Y, 132, 200, 1793, 4617, 70.4, 95.8, 93.1, 72.0, 34.1 5, 50, oneR, 4, adtree, N, 4664, 1775, 153, 150, 71.4, 7.8, 3.2, 49.5, 34.8 5, 50, oneR, 4, adtree, Y, 150, 153, 1775, 4664, 71.4, 96.8, 92.2, 72.4, 34.8 5, 50, oneR, 4, bnet, N, 4468, 1654, 349, 271, 70.3, 14.1, 7.2, 43.7, 39.0 5, 50, oneR, 4, bnet, Y, 271, 349, 1654, 4468, 70.3, 92.8, 85.9, 73.0, 39.0 5, 50, oneR, 4, rbfnet, N, 4506, 1685, 311, 240, 70.4, 12.5, 6.5, 43.6, 37.9 5, 50, oneR, 4, rbfnet, Y, 240, 311, 1685, 4506, 70.4, 93.5, 87.5, 72.8, 37.9 5, 50, oneR, 5, nb, N, 3422, 1004, 1039, 786, 67.3, 43.9, 23.3, 43.1, 57.1 5, 50, oneR, 5, nb, Y, 786, 1039, 1004, 3422, 67.3, 76.7, 56.1, 77.3, 57.1 5, 50, oneR, 5, j48, N, 4461, 1790, 0, 0, 71.4, 0.0, 0.0, 0.0, 29.3 5, 50, oneR, 5, j48, Y, 0, 0, 1790, 4461, 71.4, 100.0, 100.0, 71.4, 29.3 5, 50, oneR, 5, zeror, N, 4461, 1790, 0, 0, 71.4, 0.0, 0.0, 0.0, 29.3 5, 50, oneR, 5, zeror, Y, 0, 0, 1790, 4461, 71.4, 100.0, 100.0, 71.4, 29.3 5, 50, oneR, 5, oner, N, 4347, 1673, 114, 117, 71.4, 6.5, 2.6, 50.6, 33.9 5, 50, oneR, 5, oner, Y, 117, 114, 1673, 4347, 71.4, 97.4, 93.5, 72.2, 33.9 5, 50, oneR, 5, adtree, N, 4297, 1608, 164, 182, 71.7, 10.2, 3.7, 52.6, 36.4 5, 50, oneR, 5, adtree, Y, 182, 164, 1608, 4297, 71.7, 96.3, 89.8, 72.8, 36.4 5, 50, oneR, 5, bnet, N, 4191, 1542, 270, 248, 71.0, 13.9, 6.1, 47.9, 38.9 5, 50, oneR, 5, bnet, Y, 248, 270, 1542, 4191, 71.0, 93.9, 86.1, 73.1, 38.9 5, 50, oneR, 5, rbfnet, N, 4033, 1486, 428, 304, 69.4, 17.0, 9.6, 41.5, 40.9 5, 50, oneR, 5, rbfnet, Y, 304, 428, 1486, 4033, 69.4, 90.4, 83.0, 73.1, 40.9