labor & 57 & 91.13 $\pm$ 11.76 & 93.87  $\pm$ 11.26 & ~ & 92.67  $\pm$ 11.46  & ~ &  78.67 $\pm$ 17.65 & \downn \\
iris & 150 & 93.13 $\pm$ ~6.03 & 95.67  $\pm$ ~5.14 & \upp & 96.13  $\pm$ ~4.85  & \upp &  94.53 $\pm$ ~5.87 & ~ \\
hepatitis & 155 & 85.67 $\pm$ ~9.15 & 83.28  $\pm$ 10.04 & \downn & 84.38  $\pm$ ~9.92  & ~ &  78.28 $\pm$ ~9.49 & \downn \\
echo & 130 & 80.08 $\pm$ 10.09 & 78.85  $\pm$ 11.01 & ~ & 80.23  $\pm$ ~9.98  & ~ &  80.77 $\pm$ 11.34 & ~ \\
audiology & 226 & 61.42 $\pm$ 10.45 & 69.84  $\pm$ 10.35 & \upp & 69.84  $\pm$ 10.35  & \upp &  76.55 $\pm$ ~9.10 & \upp \\
heart-c & 303 & 83.74 $\pm$ ~6.46 & 83.50  $\pm$ ~6.97 & ~ & 84.16  $\pm$ ~6.24  & ~ &  76.23 $\pm$ ~7.71 & \downn \\
primary-tumor & 339 & 47.83 $\pm$ ~7.34 & 49.37  $\pm$ ~7.09 & ~ & 49.37  $\pm$ ~7.09  & ~ &  41.73 $\pm$ ~7.63 & \downn \\
ionosphere & 351 & 89.54 $\pm$ ~5.09 & 82.09  $\pm$ ~7.70 & \downn & 91.73  $\pm$ ~4.31  & \upp &  89.66 $\pm$ ~5.28 & ~ \\
horse-colic & 368 & 68.41 $\pm$ ~7.55 & 67.58  $\pm$ ~7.64 & ~ & 68.81  $\pm$ ~7.44  & ~ &  67.31 $\pm$ ~8.18 & ~ \\
auto-mpg & 398 & 74.24 $\pm$ ~7.48 & 74.85  $\pm$ ~8.37 & ~ & 73.95  $\pm$ ~7.83  & ~ &  75.73 $\pm$ ~8.17 & ~ \\
vote & 435 & 89.98 $\pm$ ~4.32 & 89.96  $\pm$ ~4.35 & ~ & 89.96  $\pm$ ~4.35  & ~ &  96.58 $\pm$ ~2.97 & \upp \\
soybean & 683 & 89.38 $\pm$ ~4.76 & 92.42  $\pm$ ~4.21 & \upp & 92.42  $\pm$ ~4.21  & \upp &  90.49 $\pm$ ~6.04 & ~ \\
diabetes & 798 & 74.70 $\pm$ ~4.81 & 75.54  $\pm$ ~4.36 & ~ & 75.10  $\pm$ ~4.64  & ~ &  74.15 $\pm$ ~5.41 & ~ \\
vehicle & 846 & 61.62 $\pm$ ~4.73 & 44.64  $\pm$ ~4.95 & \downn & 60.77  $\pm$ ~4.28  & ~ &  72.42 $\pm$ ~5.52 & \upp \\
anneal & 898 & 94.50 $\pm$ ~2.97 & 86.61  $\pm$ ~3.59 & \downn & 94.49  $\pm$ ~2.47  & ~ &  98.69 $\pm$ ~1.02 & \upp \\
vowel & 990 & 59.72 $\pm$ ~6.51 & 66.42  $\pm$ ~5.31 & \upp & 72.56  $\pm$ ~6.33  & \upp &  76.91 $\pm$ ~9.14 & \upp \\
segment & 2310 & 88.91 $\pm$ ~2.24 & 80.04  $\pm$ ~2.34 & \downn & 85.73  $\pm$ ~2.09  & \downn &  96.87 $\pm$ ~1.19 & \upp \\
hypothyroid & 3772 & 95.36 $\pm$ ~1.30 & 95.30  $\pm$ ~1.06 & ~ & 95.93  $\pm$ ~0.98  & ~ &  99.53 $\pm$ ~0.32 & \upp \\
waveform-500 & 5000 & 80.16 $\pm$ ~1.77 & 80.00  $\pm$ ~1.93 & ~ & 79.84  $\pm$ ~1.95  & ~ &  75.12 $\pm$ ~2.03 & \downn \\
letter & 20000 & 72.44 $\pm$ ~1.26 & 64.05  $\pm$ ~1.11 & \downn & 74.28  $\pm$ ~1.08  & \upp &  88.01 $\pm$ ~0.83 & \upp \\\hline
MEAN&&79.10&77.69&&80.62&&81.41&\\