CC18 tables

Task Dataset Classes Instances Features Majority Percentage Two-sample classification1 Residual diagnostics1 Resampling uncertainty1
FE Median MAD FE Median MAD FE Median MAD
3 kr-vs-kp 2 3196 37 52.22 0.27 0.74 1.09 6.71 9.97 0.00 6.34 7.33 3.91
6 letter 26 20000 17 4.06 0.13 0.58 0.87 0.95 1.98 1.94 0.45 1.00 1.28
11 balan...cale 3 625 5 46.08 0.10 0.54 0.79 0.16 0.74 1.09 0.29 1.05 1.17
12 mfeat...tors 10 2000 217 10.00 0.14 0.49 0.37 1.05 1.10 0.78 0.19 0.82 0.84
14 mfeat...rier 10 2000 77 10.00 0.26 0.81 0.67 0.43 0.58 0.48 0.09 0.49 0.72
15 breast-w 2 699 10 65.52 0.11 0.49 0.72 0.80 1.00 0.77 0.67 0.73 0.69
16 mfeat...unen 10 2000 65 10.00 0.05 0.26 0.39 0.47 0.73 0.69 0.35 0.89 0.93
18 mfeat...ical 10 2000 7 10.00 0.09 0.54 0.79 0.51 0.94 0.72 0.23 0.54 0.79
22 mfeat...nike 10 2000 48 10.00 0.30 0.87 1.09 0.48 1.05 0.72 0.26 0.49 0.37
23 cmc 3 1473 10 42.70 0.58 1.05 1.17 0.07 0.61 0.90 0.17 0.73 1.08
28 optdigits 10 5620 65 10.18 0.26 0.58 0.67 0.42 0.99 1.08 0.40 0.99 1.11
29 credi...oval 2 690 16 55.51 0.79 1.81 2.32 0.44 1.19 0.89 0.26 0.49 0.72
31 credit-g 2 1000 21 70.00 1.60 1.79 1.46 0.57 0.66 0.59 0.11 0.58 0.87
32 pendigits 10 10992 17 10.41 0.49 1.13 1.34 2.39 3.39 3.12 3.05 2.92 2.79
37 diabetes 2 768 9 65.10 0.18 0.66 0.98 0.16 0.49 0.72 0.46 0.74 0.70
43 spambase 2 4601 58 60.60 0.16 0.82 1.21 0.51 1.05 1.36 0.59 1.00 0.76
45 splice 3 3190 61 51.88 9.97 9.97 0.00 9.97 9.97 0.00 9.97 9.97 0.00
49 tic-tac-toe 2 958 10 65.34 0.13 0.68 1.01 0.39 0.81 1.00 0.21 0.79 1.17
53 vehicle 4 846 19 25.77 0.38 1.05 1.17 0.25 0.58 0.81 0.70 1.06 1.19
219 electricity 2 45312 9 57.55 0.17 1.15 1.35 0.94 1.22 1.09 0.27 0.49 0.47
2074 satimage 6 6430 37 23.81 0.18 0.37 0.55 0.70 1.08 1.05 0.40 0.88 1.31
2079 eucalyptus 5 736 20 29.08 1.60 3.04 3.41 0.43 0.88 1.17 0.24 0.54 0.74
3021 sick 2 3772 30 93.88 0.08 0.37 0.55 4.64 5.76 1.75 4.92 5.10 4.05
3022 vowel 11 990 13 9.09 0.55 1.36 1.69 0.40 1.00 0.60 0.13 0.49 0.72
3549 analc...ship 4 841 71 37.69 0.19 1.02 1.40 0.55 0.92 1.11 0.59 1.00 1.20
3560 analc...dmft 6 797 5 19.45 0.21 0.69 1.02 0.30 0.82 0.98 0.21 1.02 1.13
3902 pc4 2 1458 38 87.79 0.08 0.26 0.39 0.51 1.19 1.19 1.03 1.39 1.39
3903 pc3 2 1563 38 89.76 0.27 1.08 1.61 0.35 0.82 0.98 0.31 0.73 1.08
3904 jm1 2 10885 22 80.65 0.51 1.17 1.19 0.47 0.81 0.80 0.18 0.74 0.92
3913 kc2 2 522 22 79.50 0.12 0.81 1.19 0.49 0.88 0.59 0.27 0.87 0.91
3917 kc1 2 2109 22 84.54 0.31 0.54 0.79 0.49 0.58 0.74 0.20 0.61 0.90
3918 pc1 2 1109 22 93.06 0.12 0.54 0.79 0.52 1.04 1.35 0.28 0.88 1.17
7592 adult 2 48842 15 76.07 1.82 3.10 3.48 1.68 1.63 1.07 0.73 1.15 0.98
9946 wdbc 2 569 31 62.74 0.17 0.49 0.65 0.98 1.28 1.11 0.69 1.10 0.83
9952 phoneme 2 5404 6 70.65 0.21 0.49 0.72 0.59 0.89 0.77 0.15 0.54 0.79
9957 qsar-biodeg 2 1055 42 66.26 0.06 0.26 0.39 0.36 0.82 0.96 0.28 0.95 1.20
9960 wall-...tion 4 5456 25 40.41 0.12 0.54 0.79 9.22 9.97 0.00 8.72 9.97 0.00
9964 semeion 10 1593 257 10.17 0.45 1.00 1.20 0.42 0.87 1.09 0.18 0.49 0.45
9971 ilpd 2 583 11 71.36 0.11 0.37 0.55 0.31 0.49 0.72 0.32 0.66 0.62
9977 nomao 2 34465 119 71.44 0.51 1.46 1.77 8.68 9.97 0.00 7.77 9.97 0.00
9978 ozone...-8hr 2 2534 73 93.69 0.28 0.81 1.13 0.60 1.21 1.41 0.27 1.19 1.55
9985 first...ving 6 6118 52 41.75 0.17 0.54 0.79 0.37 0.81 0.52 0.04 0.26 0.39
10093 bankn...tion 2 1372 5 55.54 0.16 1.29 1.91 2.12 2.79 3.15 1.65 2.77 3.13
10101 blood...nter 2 748 5 76.20 0.43 0.66 0.88 0.24 0.54 0.79 0.31 0.49 0.65
14952 Phish...ites 2 11055 31 55.69 0.25 1.72 2.18 4.08 3.93 1.85 3.68 3.74 2.35
14954 cylin...ands 2 540 40 57.78 9.97 9.97 0.00 9.97 9.97 0.00 8.92 9.97 0.00
14965 bank-...ting 2 45211 17 88.30 0.13 0.49 0.72 3.68 3.74 2.32 1.37 2.90 2.13
14969 Gestu...ssed 5 9873 33 29.88 0.16 0.57 0.84 0.33 0.81 0.80 0.00 0.00 0.00
125920 dress...ales 2 500 13 58.00 9.62 9.97 0.00 2.55 2.66 2.03 0.74 1.25 1.12
125922 texture 11 5500 41 9.09 0.19 0.81 1.19 1.42 2.67 1.37 0.64 2.20 1.07
146195 connect-4 3 67557 43 65.83 0.25 1.00 1.29 0.83 0.88 0.59 0.07 0.26 0.39
146800 MiceProtein 8 1080 82 13.89 9.97 9.97 0.00 9.97 9.97 0.00 9.97 9.97 0.00
146817 steel...ault 7 1941 28 34.67 0.56 1.32 1.57 0.34 0.99 0.89 0.31 0.74 0.46
146819 clima...shes 2 540 21 91.48 0.10 0.81 1.19 0.39 0.81 1.02 0.22 0.81 1.17
146820 wilt 2 4839 6 94.61 0.19 0.54 0.79 8.14 9.97 0.00 7.73 9.97 0.00
146821 car 4 1728 7 70.02 0.34 1.17 1.35 1.40 1.89 1.95 1.57 2.32 1.75
146822 segment 7 2310 20 14.29 0.25 1.18 1.49 1.99 2.12 1.43 2.21 2.29 1.36
146824 mfeat-pixel 10 2000 241 10.00 0.13 0.49 0.72 0.65 0.82 0.82 0.40 0.69 0.63
167119 jungl...lete 3 44819 7 51.46 0.33 1.11 1.09 0.69 1.10 1.08 0.41 1.19 1.38
167120 numerai28.6 2 96320 22 50.52 0.51 0.61 0.52 0.00 0.00 0.00 0.00 0.00 0.00
167140 dna 3 3186 181 51.91 0.44 1.17 1.19 0.37 1.33 1.46 0.16 0.54 0.79
167141 churn 2 5000 21 85.86 0.28 1.15 1.67 0.41 0.87 0.93 0.21 0.58 0.87

1 FE (fixed effect), median and MAD (median absolute deviation) estimates from cross-validation. Results are reported on the s-value scale.