#data, learner, , , , , goal, a, b, c, d, acc, pd, pf, prec, bal mushroom, j48, ## mushroom, 3, 5, j48, 'p', 1623, 0, 0, 0, 100, 0, 0, 0, 0 mushroom, nb, ## mushroom, 3, 5, nb, 'p', 1623, 0, 0, 0, 100, 0, 0, 0, 0 mushroom, oner, ## mushroom, 3, 5, oner, 'p', 1623, 0, 0, 0, 100, 0, 0, 0, 0 vote, j48, ## vote, 3, 5, j48, 'republican', 88, 0, 0, 0, 100, 0, 0, 0, 0 vote, nb, ## vote, 3, 5, nb, 'republican', 88, 0, 0, 0, 100, 0, 0, 0, 0 vote, oner, ## vote, 3, 5, oner, 'republican', 88, 0, 0, 0, 100, 0, 0, 0, 0 autos, rdr, ## autos, 3, 4, rdr, 2, 33, 4, 0, 0.5, 83.95, 3.55, 0, 12, 30.3 autos, oner, ## autos, 3, 3, oner, 3, 32, 3, 2, 3, 86.45, 50, 5.85, 50, 62.05 sonar, rdr, ## sonar, 3, 2, rdr, Rock, 9.5, 10, 10, 9.5, 47.7, 50.95, 49.05, 48.7, 47.3 credit-g, rdr, ## credit-g, 3, 4, rdr, good, 62.5, 25.5, 25.5, 62.5, 69.5, 51, 49, 63.05, 30.3 diabetes, rdr, ## diabetes, 1, 1, rdr, tested_positive, 45, 29, 29, 45, 61.3, 52.15, 47.85, 60.7, 38.4 credit-a, rdr, ## credit-a, 3, 4, rdr, +, 35, 26.5, 26.5, 35, 55.8, 52.75, 47.25, 55.6, 37.6 credit-g, oner, ## credit-g, 1, 2, oner, good, 62.5, 30.5, 30.5, 62.5, 66, 54.6, 45.4, 58.45, 39.7 autos, nb, ## autos, 3, 5, nb, -2, 30, 2.5, 3, 4, 82.25, 57.1, 9.3, 55.6, 66.6 colic, rdr, ## colic, 1, 5, rdr, yes, 23, 14, 14, 23, 62, 62.15, 37.85, 59.55, 59.5 diabetes, oner, ## diabetes, 1, 3, oner, tested_positive, 50, 24, 24, 50, 72.9, 64.9, 35.1, 73, 60.3 credit-g, j48, ## credit-g, 1, 2, j48, good, 65.5, 26, 26, 65.5, 70.5, 65.75, 34.25, 67.6, 56.6 sonar, oner, ## sonar, 2, 4, oner, Rock, 13.5, 6.5, 6.5, 13.5, 65.9, 66.7, 33.3, 67.95, 63.9 credit-g, nb, ## credit-g, 3, 2, nb, good, 70.5, 23, 23, 70.5, 75.1, 68.8, 31.2, 72.2, 61.1 sonar, nb, ## sonar, 2, 5, nb, Rock, 14.5, 6, 6, 14.5, 66.7, 69.2, 30.8, 66.7, 65.3 sonar, j48, ## sonar, 3, 2, j48, Rock, 15.5, 5.5, 5.5, 15.5, 71.4, 72.45, 27.55, 72.45, 72.5 diabetes, j48, ## diabetes, 3, 2, j48, tested_positive, 56, 19, 19, 56, 74.4, 72.5, 27.5, 73.5, 71 diabetes, nb, ## diabetes, 3, 2, nb, tested_positive, 55.5, 19.5, 19.5, 55.5, 75.5, 72.8, 27.2, 73.9, 68.7 colic, nb, ## colic, 1, 1, nb, yes, 32, 7, 7, 32, 78.9, 77.9, 22.1, 79.6, 78.4 credit-a, nb, ## credit-a, 1, 5, nb, +, 52, 13.5, 13.5, 52, 76.9, 79.35, 20.65, 79.65, 69.8 colic, oner, ## colic, 1, 4, oner, yes, 31, 6, 6, 31, 81.5, 81.35, 18.65, 82.3, 81.8 autos, j48, ## autos, 3, 5, j48, -2, 32.5, 1, 1, 5, 92.3, 83.3, 3.35, 83.3, 86.15 credit-a, j48, ## credit-a, 1, 1, j48, +, 58, 10.5, 10.5, 58, 85.4, 85.4, 14.6, 84.85, 85.4 colic, j48, ## colic, 2, 4, j48, yes, 33, 4.5, 4.5, 33, 83.8, 86.05, 13.95, 86.2, 78.7 credit-a, oner, ## credit-a, 2, 1, oner, +, 58.5, 7.5, 7.5, 58.5, 86, 88.8, 11.2, 88.1, 84.5 vote, rdr, ## vote, 3, 3, rdr, 'republican', 41, 3, 3, 41, 93.8, 93.65, 6.35, 94.15, 93.3 mushroom, rdr, ## mushroom, 3, 5, rdr, 'p', 805, 0, 0, 805, 100, 100, 0, 100, 100