@@ -13,10 +13,8 @@ dataset n_instances n_features n_binary_features n_categorical_features n_contin
13131203_BNG_pwLinear 177147 10 1 9 0 continuous 176025.0 3.5972484453226156e-08 regression
14141595_poker 1025010 10 0 5 5 continuous 10.0 0.3693735838721754 regression
1515192_vineyard 52 2 0 0 2 continuous 19.0 0.0404750164365548 regression
16- 195_auto_price 159 15 0 1 14 continuous 145.0 0.0005037819354895 regression
1716197_cpu_act 8192 21 0 0 21 continuous 56.0 0.0205723459070379 regression
1817201_pol 15000 48 0 22 26 continuous 11.0 0.3746815528888889 regression
19- 207_autoPrice 159 15 0 1 14 continuous 145.0 0.0005037819354895 regression
2018210_cloud 108 5 1 1 3 continuous 94.0 0.0013791170700768 regression
2119215_2dplanes 40768 10 1 9 0 continuous 40368.0 2.419008481400585e-07 regression
2220218_house_8L 22784 8 0 0 8 continuous 2045.0 0.0193534322439784 regression
@@ -127,6 +125,41 @@ GAMETES_Heterogeneity_20atts_1600_Het_0.4_0.2_50_EDM_2_001 1600 20 1 19 0 catego
127125GAMETES_Heterogeneity_20atts_1600_Het_0.4_0.2_75_EDM_2_001 1600 20 1 19 0 categorical 2.0 0.0 classification
128126Hill_Valley_with_noise 1212 100 0 0 100 categorical 2.0 0.0 classification
129127Hill_Valley_without_noise 1212 100 0 0 100 categorical 2.0 9.802960494069226e-05 classification
128+ 195_auto_price 159 15 0 1 14 continuous 145.0 0.0005037819354895 regression
129+ 207_autoPrice 159 15 0 1 14 continuous 145.0 0.0005037819354895 regression
130+ australian 690 14 4 3 7 categorical 2.0 0.0121319050619617 classification
131+ auto 202 25 3 6 16 categorical 5.0 0.0453754533869228 classification
132+ breast 699 10 0 8 2 categorical 2.0 0.0963751609186227 classification
133+ breast_cancer_wisconsin 569 30 0 0 30 categorical 2.0 0.064939878490615 classification
134+ breast_w 699 9 0 8 1 categorical 2.0 0.0963751609186227 classification
135+ buggyCrx 690 15 3 5 7 categorical 2.0 0.0121319050619617 classification
136+ car 1728 6 0 6 0 categorical 4.0 0.3902883159007773 classification
137+ car_evaluation 1728 21 21 0 0 categorical 4.0 0.3902883159007773 classification
138+ cleve 303 13 3 5 5 categorical 2.0 0.007940398000196 classification
139+ cleveland 303 13 3 5 5 categorical 5.0 0.1940060342667929 classification
140+ cleveland_nominal 303 7 3 4 0 categorical 5.0 0.1940060342667929 classification
141+ cmc 1473 9 3 4 2 categorical 3.0 0.030700608232641 classification
142+ colic 368 22 1 14 7 categorical 2.0 0.0680529300567108 classification
143+ contraceptive 1473 9 3 4 2 categorical 3.0 0.030700608232641 classification
144+ credit_a 690 15 3 5 7 categorical 2.0 0.0121319050619617 classification
145+ credit_g 1000 20 3 14 3 categorical 2.0 0.1599999999999999 classification
146+ crx 690 15 3 5 7 categorical 2.0 0.0121319050619617 classification
147+ diabetes 768 8 0 0 8 categorical 2.0 0.0912543402777777 classification
148+ flare 1066 10 4 6 0 categorical 2.0 0.4336704342653181 classification
149+ german 1000 20 3 14 3 categorical 2.0 0.1599999999999999 classification
150+ glass 205 9 0 0 9 categorical 5.0 0.1061867935752528 classification
151+ heart_c 303 13 3 5 5 categorical 2.0 0.007940398000196 classification
152+ heart_h 294 13 2 6 5 categorical 2.0 0.0777916608820399 classification
153+ heart_statlog 270 13 3 5 5 categorical 2.0 0.0123456790123456 classification
154+ horse_colic 368 22 1 14 7 categorical 2.0 0.0680529300567108 classification
155+ house_votes_84 435 16 0 16 0 categorical 2.0 0.05179548156956 classification
156+ hungarian 294 13 2 6 5 categorical 2.0 0.0777916608820399 classification
157+ pima 768 8 0 0 8 categorical 2.0 0.0912543402777777 classification
158+ prnn_fglass 205 9 0 0 9 categorical 5.0 0.1061867935752528 classification
159+ solar_flare_1 315 12 7 5 0 categorical 5.0 0.0323255228017132 classification
160+ solar_flare_2 1066 12 4 8 0 categorical 6.0 0.0573341452854562 classification
161+ vote 435 16 0 16 0 categorical 2.0 0.05179548156956 classification
162+ wdbc 569 30 0 0 30 categorical 2.0 0.064939878490615 classification
130163adult 48842 14 1 4 9 categorical 2.0 0.2718959907996784 classification
131164agaricus_lepiota 8145 22 5 16 1 categorical 2.0 0.0014579364729441 classification
132165allbp 3772 29 19 4 6 categorical 3.0 0.8755228428707819 classification
@@ -150,43 +183,36 @@ analcatdata_japansolvent 52 9 0 0 9 categorical 2.0 0.0014792899408284 classific
150183analcatdata_lawsuit 264 4 1 0 3 categorical 2.0 0.7328397612488521 classification
151184ann_thyroid 7200 21 15 0 6 categorical 3.0 0.7904668981481481 classification
152185appendicitis 106 7 0 0 7 categorical 2.0 0.3645425418298327 classification
153- australian 690 14 4 3 7 categorical 2.0 0.0121319050619617 classification
154- auto 202 25 3 6 16 categorical 5.0 0.0453754533869228 classification
186+ auto_insurance_losses 164 24 3 7 14 continuous 51.0 0.0084428911362284 regression
187+ auto_insurance_price 201 23 4 6 13 continuous 186.0 0.0003431812297929 regression
188+ auto_insurance_symboling 205 24 4 6 14 ordinal 6.0 0.0755788221296847 classification
155189backache 180 32 22 4 6 categorical 2.0 0.521604938271605 classification
156190balance_scale 625 4 0 4 0 categorical 3.0 0.14622976 classification
157191banana 5300 2 0 0 2 categorical 2.0 0.0106907796368814 classification
158192biomed 209 8 0 1 7 categorical 2.0 0.079691399006433 classification
159- breast 699 10 0 8 2 categorical 2.0 0.0963751609186227 classification
160193breast_cancer 286 9 2 6 1 categorical 2.0 0.1645068218494792 classification
161- breast_cancer_wisconsin 569 30 0 0 30 categorical 2.0 0.064939878490615 classification
162- breast_w 699 9 0 8 1 categorical 2.0 0.0963751609186227 classification
163- buggyCrx 690 15 3 5 7 categorical 2 .0 0.0121319050619617 classification
194+ breast_cancer_wisconsin_diagnostic 569 30 0 0 30 binary 2.0 0.064939878490615 classification
195+ breast_cancer_wisconsin_original 699 9 0 0 9 binary 2.0 0.0963751609186227 classification
196+ breast_cancer_wisconsin_prognostic 198 32 0 0 32 1 .0 survival
164197bupa 345 5 0 0 5 categorical 2.0 0.0004116782188615 classification
165198calendarDOW 399 32 2 18 12 categorical 5.0 0.0140294344884768 classification
166- car 1728 6 0 6 0 categorical 4.0 0.3902883159007773 classification
167- car_evaluation 1728 21 21 0 0 categorical 4.0 0.3902883159007773 classification
199+ car_evaluation 1728 6 0 6 0 categorical 4.0 0.390288315900777 classification
168200cars 392 8 0 1 7 categorical 3.0 0.1919968242399 classification
169201chess 3196 36 35 1 0 categorical 2.0 0.0019740727223171 classification
170202churn 5000 20 2 2 16 categorical 2.0 0.5143758400000001 classification
171203clean1 476 168 0 0 168 categorical 2.0 0.016965609773321 classification
172204clean2 6598 168 0 0 168 categorical 2.0 0.478483150625434 classification
173- cleve 303 13 3 5 5 categorical 2.0 0.007940398000196 classification
174- cleveland 303 13 3 5 5 categorical 5.0 0.1940060342667929 classification
175- cleveland_nominal 303 7 3 4 0 categorical 5.0 0.1940060342667929 classification
176205cloud 108 7 1 0 6 categorical 4.0 0.0050297210791037 classification
177- cmc 1473 9 3 4 2 categorical 3.0 0.030700608232641 classification
178206coil2000 9822 85 5 79 1 categorical 2.0 0.7755902757953309 classification
179- colic 368 22 1 14 7 categorical 2.0 0.0680529300567108 classification
180207collins 485 23 0 1 22 categorical 13.0 0.0219810819428207 classification
181208confidence 72 3 0 0 3 categorical 6.0 0.0 classification
209+ congressional_voting_records 435 16 0 16 0 binary 2.0 0.0517954815695601 classification
182210connect_4 67557 42 0 42 0 categorical 3.0 0.2546625519372754 classification
183- contraceptive 1473 9 3 4 2 categorical 3.0 0.030700608232641 classification
211+ contraceptive_method 1473 9 3 4 2 categorical 3.0 0.030700608232641 classification
184212corral 160 6 6 0 0 categorical 2.0 0.015625 classification
185- credit_a 690 15 3 5 7 categorical 2.0 0.0121319050619617 classification
186- credit_g 1000 20 3 14 3 categorical 2.0 0.1599999999999999 classification
187- crx 690 15 3 5 7 categorical 2.0 0.0121319050619617 classification
213+ credit_approval_australia 690 15 4 5 6 binary 2.0 0.0121319050619618 classification
214+ credit_approval_germany 1000 20 3 14 3 binary 2.0 0.16 classification
188215dermatology 366 34 1 32 1 categorical 6.0 0.0414583893218668 classification
189- diabetes 768 8 0 0 8 categorical 2.0 0.0912543402777777 classification
190216dis 3772 29 19 4 6 categorical 2.0 0.9394399094067016 classification
191217dna 3186 180 180 0 0 categorical 3.0 0.0776847980158012 classification
192218ecoli 327 7 0 0 7 categorical 5.0 0.1089648271282813 classification
@@ -311,19 +337,17 @@ feynman_test_7 100000 5 0 0 5 continuous 100000.0 0.0 regression
311337feynman_test_8 100000 4 0 0 4 continuous 100000.0 0.0 regression
312338feynman_test_9 100000 5 0 0 5 continuous 100000.0 0.0 regression
313339flags 178 43 36 5 2 categorical 5.0 0.04391806590077 classification
314- flare 1066 10 4 6 0 categorical 2.0 0.4336704342653181 classification
315- german 1000 20 3 14 3 categorical 2.0 0.1599999999999999 classification
316- glass 205 9 0 0 9 categorical 5.0 0.1061867935752528 classification
317340glass2 163 9 0 0 9 categorical 2.0 0.0045541796830893 classification
318341haberman 306 3 0 0 3 categorical 2.0 0.2214532871972319 classification
319342hayes_roth 160 4 0 4 0 categorical 3.0 0.0438671874999999 classification
320- heart_c 303 13 3 5 5 categorical 2.0 0.007940398000196 classification
321- heart_h 294 13 2 6 5 categorical 2.0 0.0777916608820399 classification
322- heart_statlog 270 13 3 5 5 categorical 2.0 0.0123456790123456 classification
343+ heart_disease_cleveland 303 13 3 4 6 binary 2.0 0.0068076114542147 classification
344+ heart_disease_hungarian 294 13 3 4 6 binary 2.0 0.0777916608820399 classification
345+ heart_disease_va_long_beach 200 13 3 4 6 binary 2.0 0.2401 classification
346+ heart_disease_zurich 123 12 3 4 5 binary 2.0 0.756758543195188 classification
323347hepatitis 155 19 3 10 6 categorical 2.0 0.3446826222684704 classification
324- horse_colic 368 22 1 14 7 categorical 2 .0 0.0680529300567108 classification
325- house_votes_84 435 16 0 16 0 categorical 2 .0 0.05179548156956 classification
326- hungarian 294 13 2 6 5 categorical 2.0 0.0777916608820399 classification
348+ horse_colic_lesion_type 368 20 2 11 7 categorical 5 .0 0.113506468572779 classification
349+ horse_colic_outcome 366 21 3 11 7 categorical 3 .0 0.185859535967034 classification
350+ horse_colic_surgery 368 20 2 11 7 binary 2.0 0.0680529300567108 classification
327351hypothyroid 3163 25 17 1 7 categorical 2.0 0.8181582834802777 classification
328352ionosphere 351 34 1 1 32 categorical 2.0 0.0795529257067718 classification
329353iris 150 4 0 0 4 categorical 3.0 0.0 classification
@@ -364,11 +388,9 @@ parity5+5 1124 10 10 0 0 categorical 2.0 7.915299958207264e-05 classification
364388pendigits 10992 16 0 0 16 categorical 10.0 0.0001780697519917 classification
365389penguins 344 7 1 2 4 categorical 3.0 0.0463764196863169 classification
366390phoneme 5404 5 0 0 5 categorical 2.0 0.1705916225117124 classification
367- pima 768 8 0 0 8 categorical 2.0 0.0912543402777777 classification
368391poker 1025010 10 0 5 5 categorical 10.0 0.3693735838721754 classification
369392postoperative_patient_data 88 8 2 6 0 categorical 2.0 0.2066115702479339 classification
370393prnn_crabs 200 7 1 0 6 categorical 2.0 0.0 classification
371- prnn_fglass 205 9 0 0 9 categorical 5.0 0.1061867935752528 classification
372394prnn_synth 250 2 0 0 2 categorical 2.0 0.0 classification
373395profb 672 9 1 2 6 categorical 2.0 0.1111111111111111 classification
374396ring 7400 20 0 0 20 categorical 2.0 9.46676406135857e-05 classification
@@ -378,8 +400,7 @@ schizo 340 14 2 0 12 categorical 3.0 0.1478546712802768 classification
378400segmentation 2310 19 0 1 18 categorical 7.0 0.0 classification
379401shuttle 58000 9 0 0 9 categorical 7.0 0.5852340828378914 classification
380402sleep 105908 13 0 1 12 categorical 5.0 0.1484938125639567 classification
381- solar_flare_1 315 12 7 5 0 categorical 5.0 0.0323255228017132 classification
382- solar_flare_2 1066 12 4 8 0 categorical 6.0 0.0573341452854562 classification
403+ solar_flare 1066 10 5 5 0 continuous 8.0 0.65729049699214 regression
383404sonar 208 60 0 0 60 categorical 2.0 0.0045303254437869 classification
384405soybean 675 35 1 34 0 categorical 18.0 0.0362678286129266 classification
385406spambase 4601 57 0 0 57 categorical 2.0 0.0449060406200498 classification
@@ -408,11 +429,9 @@ titanic 2207 8 1 4 3 categorical 2.0 0.1265128522768823 classification
408429tokyo1 959 44 0 2 42 categorical 2.0 0.0775149209345414 classification
409430twonorm 7400 20 0 0 20 categorical 2.0 6.57414170927761e-07 classification
410431vehicle 846 18 0 0 18 categorical 4.0 0.0004266124179609 classification
411- vote 435 16 0 16 0 categorical 2.0 0.05179548156956 classification
412432vowel 990 13 2 0 11 categorical 11.0 0.0 classification
413433waveform_21 5000 21 0 0 21 categorical 3.0 8.043999999999987e-05 classification
414434waveform_40 5000 40 0 0 40 categorical 3.0 5.787999999999952e-05 classification
415- wdbc 569 30 0 0 30 categorical 2.0 0.064939878490615 classification
416435wine_quality_red 1599 11 0 0 11 categorical 6.0 0.2288041188970123 classification
417436wine_quality_white 4898 11 0 0 11 categorical 7.0 0.2119743377393727 classification
418437wine_recognition 178 13 0 0 13 categorical 3.0 0.0125299835879308 classification
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