Data collections

This website is supposed to gather and explain curated lists of OpenML datasets.

Efficient and Robust Automated Machine Learning - Feurer et al. - NIPS 2015

Contact: @mfeurer

Used in: Efficient and Robust Automated Machine Learning

Datasets:

1000,1002,1018,1019,1020,1021,1036,1040,1041,1049,1050,1053,1056,1067,1068,1069,1111,1112,1114,1116,1119,1120,1128,1130,1134,1138,1139,1142,1146,1161,1166,12,14,16,179,180,181,182,184,185,18,21,22,23,24,26,273,28,293,300,30,31,32,351,354,357,36,389,38,390,391,392,393,395,396,398,399,3,401,44,46,554,57,60,679,6,715,718,720,722,723,727,728,734,735,737,740,741,743,751,752,761,772,797,799,803,806,807,813,816,819,821,822,823,833,837,843,845,846,847,849,866,871,881,897,901,903,904,910,912,913,914,917,923,930,934,953,958,959,962,966,971,976,977,978,979,980,991,993,995
did name n p p.num p.syms p.bin n.class minclass maxclass n.miss
29 31 credit-g 1000 21 7 13 2 2 300 700 0
570 715 fri_c3_1000_25 1000 26 25 0 0 2 443 557 0
573 718 fri_c4_1000_100 1000 101 100 0 0 2 436 564 0
578 723 fri_c4_1000_25 1000 26 25 0 0 2 453 547 0
595 740 fri_c3_1000_10 1000 11 10 0 0 2 440 560 0
598 743 fri_c1_1000_5 1000 6 5 0 0 2 457 543 0
606 751 fri_c4_1000_10 1000 11 10 0 0 2 440 560 0
651 797 fri_c4_1000_50 1000 51 50 0 0 2 440 560 0
653 799 fri_c0_1000_5 1000 6 5 0 0 2 497 503 0
660 806 fri_c3_1000_50 1000 51 50 0 0 2 445 555 0
667 813 fri_c3_1000_5 1000 6 5 0 0 2 437 563 0
691 837 fri_c1_1000_50 1000 51 50 0 0 2 453 547 0
699 845 fri_c0_1000_10 1000 11 10 0 0 2 491 509 0
703 849 fri_c0_1000_25 1000 26 25 0 0 2 497 503 0
719 866 fri_c2_1000_50 1000 51 50 0 0 2 418 582 0
755 903 fri_c2_1000_25 1000 26 25 0 0 2 437 563 0
756 904 fri_c0_1000_50 1000 51 50 0 0 2 490 510 0
762 910 fri_c1_1000_10 1000 11 10 0 0 2 436 564 0
764 912 fri_c2_1000_5 1000 6 5 0 0 2 416 584 0
765 913 fri_c2_1000_10 1000 11 10 0 0 2 420 580 0
769 917 fri_c1_1000_25 1000 26 25 0 0 2 454 546 0
262 392 oh0.wc 1003 3183 3182 0 0 10 51 194 0
535 679 rmftsa_sleepdata 1024 3 2 1 0 4 94 404 0
596 741 rmftsa_sleepdata 1024 3 1 1 0 2 509 515 0
271 401 oh10.wc 1050 3239 3238 0 0 10 52 165 0
914 1068 pc1 1109 22 21 0 0 2 77 1032 0
786 934 socmob 1156 6 1 4 2 2 256 900 0
749 897 colleges_aaup 1161 17 13 3 0 2 348 813 87
782 930 colleges_usnews 1302 35 32 2 0 2 614 688 1144
123 185 baseball 1340 18 15 2 0 3 57 1215 20
818 966 analcatdata_halloffame 1340 18 15 2 0 2 125 1215 20
896 1049 pc4 1458 38 37 0 0 2 178 1280 0
21 23 cmc 1473 10 2 7 3 3 333 629 0
119 181 yeast 1484 9 8 0 0 10 5 463 0
261 391 re0.wc 1504 2887 2886 0 0 13 11 608 0
972 1128 OVA_Breast 1545 10937 10936 1 0 2 344 1201 0
974 1130 OVA_Lung 1545 10937 10936 0 0 2 126 1419 0
978 1134 OVA_Kidney 1545 10937 10936 0 0 2 260 1285 0
982 1138 OVA_Uterus 1545 10937 10936 1 0 2 124 1421 0
983 1139 OVA_Omentum 1545 10937 10936 0 0 2 77 1468 0
986 1142 OVA_Endometrium 1545 10937 10936 0 0 2 61 1484 0
990 1146 OVA_Prostate 1545 10937 10936 0 0 2 69 1476 0
1005 1161 OVA_Colon 1545 10937 10936 0 0 2 286 1259 0
1010 1166 OVA_Ovary 1545 10937 10936 0 0 2 198 1347 0
268 398 wap.wc 1560 8461 8460 0 0 20 5 341 0
897 1050 pc3 1563 38 37 0 0 2 160 1403 0
265 395 re1.wc 1657 3759 3758 1 0 25 10 371 0
19 21 car 1728 7 0 6 0 4 65 1210 0
843 991 car 1728 7 0 6 0 2 518 1210 0
12 12 mfeat-factors 2000 217 216 0 0 10 200 200 0
14 14 mfeat-fourier 2000 77 76 0 0 10 200 200 0
16 16 mfeat-karhunen 2000 65 64 0 0 10 200 200 0
17 18 mfeat-morphological 2000 7 6 0 0 10 200 200 0
20 22 mfeat-zernike 2000 48 47 0 0 10 200 200 0
814 962 mfeat-morphological 2000 7 6 0 0 2 200 1800 0
823 971 mfeat-fourier 2000 77 76 0 0 2 200 1800 0
830 978 mfeat-factors 2000 217 216 0 0 2 200 1800 0
847 995 mfeat-zernike 2000 48 47 0 0 2 200 1800 0
872 1020 mfeat-karhunen 2000 65 64 0 0 2 200 1800 0
766 914 balloon 2001 3 2 0 0 2 482 1519 0
913 1067 kc1 2109 22 21 0 0 2 326 1783 0
627 772 quake 2178 4 3 0 0 2 969 1209 0
33 36 segment 2310 20 19 0 0 7 330 330 0
810 958 segment 2310 20 19 0 0 2 330 1980 0
259 389 fbis.wc 2463 2001 2000 0 0 17 38 506 0
263 393 la2s.wc 3075 12433 12432 1 0 6 248 905 0
592 737 space_ga 3107 7 6 0 0 2 1541 1566 0
42 46 splice 3190 62 0 61 0 3 767 1655 0
805 953 splice 3190 62 0 61 0 2 1535 1655 0
3 3 kr-vs-kp 3196 37 0 36 34 2 1527 1669 0
266 396 la1s.wc 3204 13196 13195 1 NA 6 273 943 0
888 1041 gina_prior2 3468 785 784 0 0 10 315 383 0
35 38 sick 3772 30 7 22 20 2 231 3541 3772
52 57 hypothyroid 3772 30 7 22 20 4 2 3481 3772
852 1000 hypothyroid 3772 30 7 22 20 2 291 3481 3772
724 871 pollen 3848 6 5 0 0 2 1924 1924 0
583 728 analcatdata_supreme 4052 8 7 0 0 2 971 3081 0
575 720 abalone 4177 9 7 1 0 2 2081 2096 0
41 44 spambase 4601 58 57 0 0 2 1813 2788 0
54 60 waveform-5000 5000 41 40 0 0 3 1653 1692 0
831 979 waveform-5000 5000 41 40 0 0 2 1692 3308 0
28 30 page-blocks 5473 11 10 0 0 5 28 4913 0
873 1021 page-blocks 5473 11 10 0 0 2 560 4913 0
915 1069 pc2 5589 37 36 0 0 2 23 5566 0
26 28 optdigits 5620 65 64 0 0 10 554 572 0
832 980 optdigits 5620 65 64 0 0 2 572 5048 0
120 182 satimage 6430 37 36 0 0 6 625 1531 0
701 847 wind 6574 15 14 0 0 2 3073 3501 0
960 1116 musk 6598 170 167 2 0 2 1017 5581 0
845 993 kdd_ipums_la_97-small 7019 61 33 27 8 2 2594 4425 7019
657 803 delta_ailerons 7129 6 5 0 0 2 3346 3783 0
854 1002 kdd_ipums_la_98-small 7485 56 16 39 8 2 791 6694 7369
211 300 isolet 7797 618 617 0 0 26 298 300 0
22 24 mushroom 8124 23 0 22 4 2 3916 4208 2480
590 735 cpu_small 8192 13 12 0 0 2 2477 5715 0
607 752 puma32H 8192 33 32 0 0 2 4064 4128 0
616 761 cpu_act 8192 22 21 0 0 2 2477 5715 0
661 807 kin8nm 8192 9 8 0 0 2 4024 4168 0
670 816 puma8NH 8192 9 8 0 0 2 4078 4114 0
687 833 bank32nh 8192 33 32 0 0 2 2543 5649 0
775 923 visualizing_soil 8641 5 3 1 1 2 3888 4753 0
870 1018 kdd_ipums_la_99-small 8844 57 15 41 9 2 568 8276 8844
902 1056 mc1 9466 39 38 0 0 2 68 9398 0
673 819 delta_elevators 9517 7 6 0 0 2 4732 4785 0
260 390 new3s.wc 9558 26833 26832 1 0 44 104 696 0
828 976 kdd_JapaneseVowels 9961 15 14 0 0 2 1614 8347 0
899 1053 jm1 10885 22 21 0 0 2 2106 8779 5
30 32 pendigits 10992 17 16 0 0 10 1055 1144 0
871 1019 pendigits 10992 17 16 0 0 2 1144 9848 0
269 399 ohscal.wc 11162 11466 11465 0 0 10 709 1621 0
24 26 nursery 12960 9 0 8 1 5 2 4320 0
811 959 nursery 12960 9 0 8 1 2 4320 8640 0
589 734 ailerons 13750 41 40 0 0 2 5828 7922 0
883 1036 sylva_agnostic 14395 217 216 0 0 2 886 13509 0
887 1040 sylva_prior 14395 109 108 0 0 2 886 13509 0
577 722 pol 15000 49 48 0 0 2 5041 9959 0
700 846 elevators 16599 19 18 0 0 2 5130 11469 0
964 1120 MagicTelescope 19020 12 11 0 0 2 6688 12332 0
6 6 letter 20000 17 16 0 0 26 734 813 0
829 977 letter 20000 17 16 0 0 2 813 19187 0
676 822 cal_housing 20640 9 8 0 0 2 8385 12255 0
677 823 houses 20640 9 8 0 0 2 8914 11726 0
675 821 house_16H 22784 17 16 0 0 2 6744 16040 0
697 843 house_8L 22784 9 8 0 0 2 6744 16040 0
122 184 kropt 28056 7 0 6 0 18 27 4553 0
963 1119 adult-census 32561 16 7 8 1 2 7841 24720 2399
582 727 2dplanes 40768 11 10 0 0 2 20348 20420 0
734 881 mv 40768 11 7 3 2 2 16447 24321 0
753 901 fried 40768 11 10 0 0 2 20341 20427 0
117 179 adult 48842 15 2 12 1 2 11687 37155 3620
955 1111 KDDCup09_appetency 50000 231 192 38 4 2 890 49110 50000
956 1112 KDDCup09_churn 50000 231 192 39 NA 2 3672 46328 50000
958 1114 KDDCup09_upselling 50000 231 192 38 4 2 3682 46318 50000
414 554 mnist_784 70000 785 784 0 0 10 6313 7877 0
241 357 vehicle_sensIT 98528 101 100 1 1 2 49264 49264 0
118 180 covertype 110393 55 14 40 40 7 1339 51682 0
196 273 IMDB.drama 120919 1002 1001 1 1 2 43779 77140 0
239 351 codrna 488565 9 8 1 1 2 162855 325710 0
206 293 covertype 581012 55 54 1 1 2 283301 297711 0
240 354 poker 1025010 11 10 1 1 2 511308 513702 0