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Does Feature Selection Improve Classification?

Does Feature Selection Improve Classification?

Created 21-02-2019 by Jason Visibility: public
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Supervised Classification on kr-vs-kp
173950 runs0 likes4 downloads4 reach161918 impact
uploader_id : 1 - estimation_procedure : 10-fold Crossvalidation - target_feature : class - reuse : 161918
Supervised Classification on labor
6416 runs0 likes1 downloads1 reach851 impact
uploader_id : 1 - estimation_procedure : 10-fold Crossvalidation - evaluation_measures : predictive_accuracy - target_feature : class - reuse : 851
Supervised Classification on breast-cancer
767 runs0 likes0 downloads0 reach736 impact
uploader_id : 1 - estimation_procedure : 10-fold Crossvalidation - evaluation_measures : predictive_accuracy - target_feature : Class - reuse : 736
Supervised Classification on breast-w
24605 runs0 likes0 downloads0 reach15825 impact
uploader_id : 1 - estimation_procedure : 10-fold Crossvalidation - target_feature : Class - reuse : 15825
Supervised Classification on mushroom
12556 runs1 likes2 downloads3 reach5696 impact
uploader_id : 1 - estimation_procedure : 10-fold Crossvalidation - target_feature : class - reuse : 5695 - reach_of_reuse : 2
Supervised Classification on colic
754 runs0 likes1 downloads1 reach727 impact
uploader_id : 1 - estimation_procedure : 10-fold Crossvalidation - evaluation_measures : predictive_accuracy - target_feature : surgical_lesion - reuse : 727
Supervised Classification on credit-approval
21238 runs0 likes3 downloads3 reach12582 impact
uploader_id : 1 - estimation_procedure : 10-fold Crossvalidation - target_feature : class - reuse : 12581 - reach_of_reuse : 2
Supervised Classification on credit-g
416622 runs10 likes98 downloads108 reach408170 impact
uploader_id : 1 - estimation_procedure : 10-fold Crossvalidation - target_feature : class - reuse : 408163 - reach_of_reuse : 14
Supervised Classification on cylinder-bands
787 runs0 likes0 downloads0 reach322 impact
uploader_id : 1 - estimation_procedure : 10-fold Crossvalidation - evaluation_measures : predictive_accuracy - target_feature : band_type - reuse : 322
Supervised Classification on diabetes
131649 runs0 likes11 downloads11 reach122938 impact
uploader_id : 1 - estimation_procedure : 10-fold Crossvalidation - target_feature : class - reuse : 122938 - reach_of_reuse : 1
Supervised Classification on sonar
915 runs0 likes1 downloads1 reach885 impact
uploader_id : 1 - estimation_procedure : 10-fold Crossvalidation - evaluation_measures : predictive_accuracy - target_feature : Class - reuse : 885 - reach_of_reuse : 1
Supervised Classification on haberman
973 runs0 likes0 downloads0 reach950 impact
uploader_id : 1 - estimation_procedure : 10-fold Crossvalidation - evaluation_measures : predictive_accuracy - target_feature : Survival_status - reuse : 950
Supervised Classification on spambase
99483 runs0 likes0 downloads0 reach92214 impact
uploader_id : 1 - estimation_procedure : 10-fold Crossvalidation - target_feature : class - reuse : 92214
Supervised Classification on tic-tac-toe
112294 runs0 likes1 downloads1 reach103864 impact
uploader_id : 1 - estimation_procedure : 10-fold Crossvalidation - target_feature : Class - reuse : 103862 - reach_of_reuse : 4
Supervised Classification on solar-flare
633 runs0 likes0 downloads0 reach613 impact
uploader_id : 1 - estimation_procedure : 10-fold Crossvalidation - evaluation_measures : predictive_accuracy - target_feature : X-class_flares_production_by_this_region - reuse : 613
Supervised Classification on adult
992 runs0 likes0 downloads0 reach534 impact
uploader_id : 1 - estimation_procedure : 10-fold Crossvalidation - evaluation_measures : predictive_accuracy - target_feature : class - reuse : 534
Supervised Classification on heart-statlog
887 runs0 likes0 downloads0 reach859 impact
uploader_id : 1 - estimation_procedure : 10-fold Crossvalidation - evaluation_measures : predictive_accuracy - target_feature : class - reuse : 859
Supervised Classification on hepatitis
834 runs0 likes0 downloads0 reach808 impact
uploader_id : 1 - estimation_procedure : 10-fold Crossvalidation - evaluation_measures : predictive_accuracy - target_feature : Class - reuse : 808 - reach_of_reuse : 1
Supervised Classification on vote
939 runs0 likes0 downloads0 reach916 impact
uploader_id : 1 - estimation_procedure : 10-fold Crossvalidation - evaluation_measures : predictive_accuracy - target_feature : Class - reuse : 916
Supervised Classification on ionosphere
1206 runs0 likes0 downloads0 reach1179 impact
uploader_id : 1 - estimation_procedure : 10-fold Crossvalidation - evaluation_measures : predictive_accuracy - target_feature : class - reuse : 1179
Supervised Classification on electricity
77733 runs0 likes2 downloads2 reach70953 impact
uploader_id : 1 - estimation_procedure : 10-fold Crossvalidation - target_feature : class - reuse : 70953
Supervised Classification on mammography
186 runs0 likes1 downloads1 reach177 impact
uploader_id : 1 - estimation_procedure : 10-fold Crossvalidation - evaluation_measures : predictive_accuracy - target_feature : class - reuse : 177
Supervised Classification on oil_spill
173 runs0 likes0 downloads0 reach163 impact
uploader_id : 1 - estimation_procedure : 10-fold Crossvalidation - evaluation_measures : predictive_accuracy - target_feature : class - reuse : 163
Supervised Classification on scene
87577 runs0 likes0 downloads0 reach81326 impact
uploader_id : 1 - estimation_procedure : 10-fold Crossvalidation - target_feature : Urban - reuse : 81326
Supervised Classification on thyroid_sick
67 runs0 likes0 downloads0 reach58 impact
uploader_id : 1 - estimation_procedure : 10-fold Crossvalidation - evaluation_measures : predictive_accuracy - target_feature : Class - reuse : 58
Supervised Classification on yeast_ml8
139 runs0 likes0 downloads0 reach130 impact
uploader_id : 1 - estimation_procedure : 10-fold Crossvalidation - evaluation_measures : predictive_accuracy - target_feature : class14 - reuse : 130
Supervised Classification on monks-problems-1
116029 runs1 likes2 downloads3 reach107795 impact
uploader_id : 1 - estimation_procedure : 10-fold Crossvalidation - target_feature : class - reuse : 107795 - reach_of_reuse : 1
Supervised Classification on monks-problems-2
129575 runs0 likes0 downloads0 reach121356 impact
uploader_id : 1 - estimation_procedure : 10-fold Crossvalidation - target_feature : class - reuse : 121356
Supervised Classification on monks-problems-3
73042 runs0 likes0 downloads0 reach64958 impact
uploader_id : 1 - estimation_procedure : 10-fold Crossvalidation - target_feature : class - reuse : 64958
Supervised Classification on SPECT
546 runs0 likes1 downloads1 reach528 impact
uploader_id : 1 - estimation_procedure : 10-fold Crossvalidation - evaluation_measures : predictive_accuracy - target_feature : OVERALL_DIAGNOSIS - reuse : 528
Supervised Classification on SPECTF
535 runs0 likes0 downloads0 reach514 impact
uploader_id : 1 - estimation_procedure : 10-fold Crossvalidation - evaluation_measures : predictive_accuracy - target_feature : OVERALL_DIAGNOSIS - reuse : 514
Supervised Classification on webdata_wXa
397 runs0 likes0 downloads0 reach247 impact
uploader_id : 1 - estimation_procedure : 10-fold Crossvalidation - evaluation_measures : predictive_accuracy - target_feature : Y - reuse : 247 - reach_of_reuse : 1
Supervised Classification on vehicle_sensIT
233 runs0 likes0 downloads0 reach192 impact
uploader_id : 1 - estimation_procedure : 10-fold Crossvalidation - evaluation_measures : predictive_accuracy - target_feature : Y - reuse : 192
Supervised Classification on analcatdata_boxing2
817 runs0 likes0 downloads0 reach796 impact
uploader_id : 1 - estimation_procedure : 10-fold Crossvalidation - evaluation_measures : predictive_accuracy - target_feature : Winner - reuse : 796
Supervised Classification on analcatdata_boxing1
905 runs0 likes0 downloads0 reach886 impact
uploader_id : 1 - estimation_procedure : 10-fold Crossvalidation - evaluation_measures : predictive_accuracy - target_feature : Winner - reuse : 886
Supervised Classification on analcatdata_lawsuit
674 runs0 likes0 downloads0 reach656 impact
uploader_id : 1 - estimation_procedure : 10-fold Crossvalidation - evaluation_measures : predictive_accuracy - target_feature : Laid.off - reuse : 656
Supervised Classification on irish
13324 runs0 likes0 downloads0 reach5180 impact
uploader_id : 1 - estimation_procedure : 10-fold Crossvalidation - target_feature : Leaving_Certificate - reuse : 5180
Supervised Classification on analcatdata_asbestos
485 runs0 likes0 downloads0 reach467 impact
uploader_id : 1 - estimation_procedure : 10-fold Crossvalidation - evaluation_measures : predictive_accuracy - target_feature : Task - reuse : 467
Supervised Classification on analcatdata_creditscore
825 runs0 likes0 downloads0 reach806 impact
uploader_id : 1 - estimation_procedure : 10-fold Crossvalidation - evaluation_measures : predictive_accuracy - target_feature : Application.accepted - reuse : 806
Supervised Classification on backache
174 runs0 likes0 downloads0 reach165 impact
uploader_id : 1 - estimation_procedure : 10-fold Crossvalidation - evaluation_measures : predictive_accuracy - target_feature : col_33 - reuse : 165
Supervised Classification on prnn_synth
896 runs0 likes0 downloads0 reach877 impact
uploader_id : 1 - estimation_procedure : 10-fold Crossvalidation - evaluation_measures : predictive_accuracy - target_feature : yc - reuse : 877
Supervised Classification on analcatdata_cyyoung8092
484 runs0 likes0 downloads0 reach465 impact
uploader_id : 1 - estimation_procedure : 10-fold Crossvalidation - evaluation_measures : predictive_accuracy - target_feature : Cy_Young - reuse : 465
Supervised Classification on schizo
505 runs0 likes0 downloads0 reach485 impact
uploader_id : 1 - estimation_procedure : 10-fold Crossvalidation - evaluation_measures : predictive_accuracy - target_feature : class - reuse : 485
Supervised Classification on analcatdata_japansolvent
102 runs0 likes0 downloads0 reach92 impact
uploader_id : 1 - estimation_procedure : 10-fold Crossvalidation - evaluation_measures : predictive_accuracy - target_feature : Solvent - reuse : 92
Supervised Classification on profb
13173 runs0 likes0 downloads0 reach5110 impact
uploader_id : 1 - estimation_procedure : 10-fold Crossvalidation - target_feature : Home/Away - reuse : 5110
Supervised Classification on lupus
515 runs0 likes0 downloads0 reach492 impact
uploader_id : 1 - estimation_procedure : 10-fold Crossvalidation - evaluation_measures : predictive_accuracy - target_feature : STATUS - reuse : 492
Supervised Classification on analcatdata_bankruptcy
109 runs0 likes0 downloads0 reach100 impact
uploader_id : 1 - estimation_procedure : 10-fold Crossvalidation - evaluation_measures : predictive_accuracy - target_feature : Bankrupt - reuse : 100
Supervised Classification on analcatdata_cyyoung9302
103 runs0 likes0 downloads0 reach93 impact
uploader_id : 1 - estimation_procedure : 10-fold Crossvalidation - evaluation_measures : predictive_accuracy - target_feature : Cy_Young - reuse : 93
Supervised Classification on biomed
508 runs0 likes0 downloads0 reach492 impact
uploader_id : 1 - estimation_procedure : 10-fold Crossvalidation - evaluation_measures : predictive_accuracy - target_feature : class - reuse : 492
Supervised Classification on sleuth_ex2016
468 runs0 likes0 downloads0 reach446 impact
uploader_id : 1 - estimation_procedure : 10-fold Crossvalidation - evaluation_measures : predictive_accuracy - target_feature : sv - reuse : 446
Supervised Classification on sleuth_ex2015
492 runs0 likes0 downloads0 reach468 impact
uploader_id : 1 - estimation_procedure : 10-fold Crossvalidation - evaluation_measures : predictive_accuracy - target_feature : owl - reuse : 468
Supervised Classification on vineyard
109 runs0 likes0 downloads0 reach101 impact
uploader_id : 1 - estimation_procedure : 10-fold Crossvalidation - evaluation_measures : predictive_accuracy - target_feature : binaryClass - reuse : 101 - reach_of_reuse : 1
Supervised Classification on fruitfly
839 runs0 likes0 downloads0 reach821 impact
uploader_id : 1 - estimation_procedure : 10-fold Crossvalidation - evaluation_measures : predictive_accuracy - target_feature : binaryClass - reuse : 821
Supervised Classification on fri_c3_1000_25
399 runs0 likes0 downloads0 reach377 impact
uploader_id : 1 - estimation_procedure : 10-fold Crossvalidation - evaluation_measures : predictive_accuracy - target_feature : binaryClass - reuse : 377
Supervised Classification on fri_c3_100_50
544 runs0 likes0 downloads0 reach518 impact
uploader_id : 1 - estimation_procedure : 10-fold Crossvalidation - evaluation_measures : predictive_accuracy - target_feature : binaryClass - reuse : 518
Supervised Classification on rmftsa_ladata
547 runs0 likes0 downloads0 reach530 impact
uploader_id : 1 - estimation_procedure : 10-fold Crossvalidation - evaluation_measures : predictive_accuracy - target_feature : binaryClass - reuse : 530
Supervised Classification on fri_c4_1000_100
393 runs0 likes0 downloads0 reach377 impact
uploader_id : 1 - estimation_procedure : 10-fold Crossvalidation - evaluation_measures : predictive_accuracy - target_feature : binaryClass - reuse : 377
Supervised Classification on veteran
764 runs0 likes0 downloads0 reach740 impact
uploader_id : 1 - estimation_procedure : 10-fold Crossvalidation - evaluation_measures : predictive_accuracy - target_feature : binaryClass - reuse : 740
Supervised Classification on abalone
541 runs0 likes0 downloads0 reach519 impact
uploader_id : 1 - estimation_procedure : 10-fold Crossvalidation - evaluation_measures : predictive_accuracy - target_feature : binaryClass - reuse : 519
Supervised Classification on pwLinear
543 runs0 likes0 downloads0 reach520 impact
uploader_id : 1 - estimation_procedure : 10-fold Crossvalidation - evaluation_measures : predictive_accuracy - target_feature : binaryClass - reuse : 520
Supervised Classification on pol
420 runs0 likes0 downloads0 reach402 impact
uploader_id : 1 - estimation_procedure : 10-fold Crossvalidation - evaluation_measures : predictive_accuracy - target_feature : binaryClass - reuse : 402
Supervised Classification on fri_c4_1000_25
401 runs0 likes0 downloads0 reach384 impact
uploader_id : 1 - estimation_procedure : 10-fold Crossvalidation - evaluation_measures : predictive_accuracy - target_feature : binaryClass - reuse : 384
Supervised Classification on analcatdata_vineyard
562 runs0 likes0 downloads0 reach545 impact
uploader_id : 1 - estimation_procedure : 10-fold Crossvalidation - evaluation_measures : predictive_accuracy - target_feature : binaryClass - reuse : 545
Supervised Classification on bank8FM
541 runs0 likes0 downloads0 reach523 impact
uploader_id : 1 - estimation_procedure : 10-fold Crossvalidation - evaluation_measures : predictive_accuracy - target_feature : binaryClass - reuse : 523
Supervised Classification on fri_c2_100_5
905 runs0 likes0 downloads0 reach886 impact
uploader_id : 1 - estimation_procedure : 10-fold Crossvalidation - evaluation_measures : predictive_accuracy - target_feature : binaryClass - reuse : 886
Supervised Classification on 2dplanes
374 runs0 likes0 downloads0 reach353 impact
uploader_id : 1 - estimation_procedure : 10-fold Crossvalidation - evaluation_measures : predictive_accuracy - target_feature : binaryClass - reuse : 353
Supervised Classification on analcatdata_supreme
539 runs0 likes0 downloads0 reach522 impact
uploader_id : 1 - estimation_procedure : 10-fold Crossvalidation - evaluation_measures : predictive_accuracy - target_feature : binaryClass - reuse : 522
Supervised Classification on visualizing_slope
492 runs0 likes0 downloads0 reach474 impact
uploader_id : 1 - estimation_procedure : 10-fold Crossvalidation - evaluation_measures : predictive_accuracy - target_feature : binaryClass - reuse : 474
Supervised Classification on fri_c1_250_5
637 runs0 likes0 downloads0 reach617 impact
uploader_id : 1 - estimation_procedure : 10-fold Crossvalidation - evaluation_measures : predictive_accuracy - target_feature : binaryClass - reuse : 617
Supervised Classification on baskball
501 runs0 likes0 downloads0 reach483 impact
uploader_id : 1 - estimation_procedure : 10-fold Crossvalidation - evaluation_measures : predictive_accuracy - target_feature : binaryClass - reuse : 483
Supervised Classification on fri_c0_250_50
543 runs0 likes0 downloads0 reach528 impact
uploader_id : 1 - estimation_procedure : 10-fold Crossvalidation - evaluation_measures : predictive_accuracy - target_feature : binaryClass - reuse : 528
Supervised Classification on machine_cpu
652 runs0 likes0 downloads0 reach633 impact
uploader_id : 1 - estimation_procedure : 10-fold Crossvalidation - evaluation_measures : predictive_accuracy - target_feature : binaryClass - reuse : 633
Supervised Classification on ailerons
402 runs0 likes0 downloads0 reach383 impact
uploader_id : 1 - estimation_procedure : 10-fold Crossvalidation - evaluation_measures : predictive_accuracy - target_feature : binaryClass - reuse : 383
Supervised Classification on cpu_small
541 runs0 likes0 downloads0 reach522 impact
uploader_id : 1 - estimation_procedure : 10-fold Crossvalidation - evaluation_measures : predictive_accuracy - target_feature : binaryClass - reuse : 522
Supervised Classification on visualizing_environmental
989 runs0 likes0 downloads0 reach970 impact
uploader_id : 1 - estimation_procedure : 10-fold Crossvalidation - evaluation_measures : predictive_accuracy - target_feature : binaryClass - reuse : 970
Supervised Classification on space_ga
544 runs0 likes0 downloads0 reach527 impact
uploader_id : 1 - estimation_procedure : 10-fold Crossvalidation - evaluation_measures : predictive_accuracy - target_feature : binaryClass - reuse : 527
Supervised Classification on pharynx
118 runs0 likes0 downloads0 reach109 impact
uploader_id : 1 - estimation_procedure : 10-fold Crossvalidation - evaluation_measures : predictive_accuracy - target_feature : binaryClass - reuse : 109
Supervised Classification on sleep
478 runs0 likes0 downloads0 reach458 impact
uploader_id : 1 - estimation_procedure : 10-fold Crossvalidation - evaluation_measures : predictive_accuracy - target_feature : binaryClass - reuse : 458
Supervised Classification on fri_c3_1000_10
393 runs0 likes0 downloads0 reach377 impact
uploader_id : 1 - estimation_procedure : 10-fold Crossvalidation - evaluation_measures : predictive_accuracy - target_feature : binaryClass - reuse : 377
Supervised Classification on rmftsa_sleepdata
541 runs0 likes1 downloads1 reach522 impact
uploader_id : 1 - estimation_procedure : 10-fold Crossvalidation - evaluation_measures : predictive_accuracy - target_feature : binaryClass - reuse : 522
Supervised Classification on fri_c4_500_100
542 runs0 likes0 downloads0 reach525 impact
uploader_id : 1 - estimation_procedure : 10-fold Crossvalidation - evaluation_measures : predictive_accuracy - target_feature : binaryClass - reuse : 525
Supervised Classification on fri_c1_1000_5
398 runs0 likes0 downloads0 reach375 impact
uploader_id : 1 - estimation_procedure : 10-fold Crossvalidation - evaluation_measures : predictive_accuracy - target_feature : binaryClass - reuse : 375
Supervised Classification on fri_c3_250_5
626 runs0 likes0 downloads0 reach606 impact
uploader_id : 1 - estimation_procedure : 10-fold Crossvalidation - evaluation_measures : predictive_accuracy - target_feature : binaryClass - reuse : 606
Supervised Classification on auto_price
522 runs0 likes0 downloads0 reach504 impact
uploader_id : 1 - estimation_procedure : 10-fold Crossvalidation - evaluation_measures : predictive_accuracy - target_feature : binaryClass - reuse : 504
Supervised Classification on fri_c1_250_25
558 runs0 likes0 downloads0 reach538 impact
uploader_id : 1 - estimation_procedure : 10-fold Crossvalidation - evaluation_measures : predictive_accuracy - target_feature : binaryClass - reuse : 538
Supervised Classification on servo
851 runs0 likes0 downloads0 reach833 impact
uploader_id : 1 - estimation_procedure : 10-fold Crossvalidation - evaluation_measures : predictive_accuracy - target_feature : binaryClass - reuse : 833
Supervised Classification on analcatdata_wildcat
810 runs0 likes0 downloads0 reach792 impact
uploader_id : 1 - estimation_procedure : 10-fold Crossvalidation - evaluation_measures : predictive_accuracy - target_feature : binaryClass - reuse : 792
Supervised Classification on fri_c3_500_5
566 runs0 likes0 downloads0 reach549 impact
uploader_id : 1 - estimation_procedure : 10-fold Crossvalidation - evaluation_measures : predictive_accuracy - target_feature : binaryClass - reuse : 549
Supervised Classification on pm10
558 runs0 likes0 downloads0 reach536 impact
uploader_id : 1 - estimation_procedure : 10-fold Crossvalidation - evaluation_measures : predictive_accuracy - target_feature : binaryClass - reuse : 536
Supervised Classification on fri_c4_1000_10
413 runs0 likes0 downloads0 reach393 impact
uploader_id : 1 - estimation_procedure : 10-fold Crossvalidation - evaluation_measures : predictive_accuracy - target_feature : binaryClass - reuse : 393
Supervised Classification on puma32H
556 runs0 likes0 downloads0 reach534 impact
uploader_id : 1 - estimation_procedure : 10-fold Crossvalidation - evaluation_measures : predictive_accuracy - target_feature : binaryClass - reuse : 534
Supervised Classification on wisconsin
564 runs0 likes0 downloads0 reach544 impact
uploader_id : 1 - estimation_procedure : 10-fold Crossvalidation - evaluation_measures : predictive_accuracy - target_feature : binaryClass - reuse : 544
Supervised Classification on fri_c0_100_5
927 runs0 likes0 downloads0 reach908 impact
uploader_id : 1 - estimation_procedure : 10-fold Crossvalidation - evaluation_measures : predictive_accuracy - target_feature : binaryClass - reuse : 908
Supervised Classification on sleuth_ex1605
497 runs0 likes0 downloads0 reach473 impact
uploader_id : 1 - estimation_procedure : 10-fold Crossvalidation - evaluation_measures : predictive_accuracy - target_feature : binaryClass - reuse : 473
Supervised Classification on autoPrice
585 runs0 likes0 downloads0 reach566 impact
uploader_id : 1 - estimation_procedure : 10-fold Crossvalidation - evaluation_measures : predictive_accuracy - target_feature : binaryClass - reuse : 566
Supervised Classification on meta
472 runs0 likes0 downloads0 reach452 impact
uploader_id : 1 - estimation_procedure : 10-fold Crossvalidation - evaluation_measures : predictive_accuracy - target_feature : binaryClass - reuse : 452
Supervised Classification on analcatdata_election2000
102 runs0 likes0 downloads0 reach92 impact
uploader_id : 1 - estimation_procedure : 10-fold Crossvalidation - evaluation_measures : predictive_accuracy - target_feature : binaryClass - reuse : 92
Supervised Classification on analcatdata_olympic2000
106 runs0 likes0 downloads0 reach97 impact
uploader_id : 1 - estimation_procedure : 10-fold Crossvalidation - evaluation_measures : predictive_accuracy - target_feature : binaryClass - reuse : 97
Supervised Classification on analcatdata_uktrainacc
100 runs0 likes0 downloads0 reach90 impact
uploader_id : 1 - estimation_procedure : 10-fold Crossvalidation - evaluation_measures : predictive_accuracy - target_feature : binaryClass - reuse : 90
Supervised Classification on cpu_act
559 runs0 likes0 downloads0 reach541 impact
uploader_id : 1 - estimation_procedure : 10-fold Crossvalidation - evaluation_measures : predictive_accuracy - target_feature : binaryClass - reuse : 541