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-17
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8 files changed

+35
-17
lines changed

‎analysis/compare_filters/AENN.csv

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,RandomInjector,NonlinearwiseInjector,NeighborwiseInjector
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1557_abalone.arff,0.42135503950203496,0.47713670098156574,0.5259755805602107
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40671_ecoli.arff,0.691131498470948,0.6972477064220184,0.8562691131498471
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1508_user-knowledge.arff,0.630272952853598,0.6501240694789082,0.7692307692307693
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4153_Smartphone-Based_Recognition_of_Human_Activities.arff,0.7,0.7777777777777778,0.8000000000000002
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50_tic-tac-toe.arff,0.5709812108559499,0.6325678496868476,0.6210855949895616

‎analysis/compare_filters/CNN.csv

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,RandomInjector,NonlinearwiseInjector,NeighborwiseInjector
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1557_abalone.arff,0.5920517117548479,0.539621738089538,0.4977256404117788
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40671_ecoli.arff,0.45871559633027525,0.43425076452599387,0.27522935779816515
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1508_user-knowledge.arff,0.43672456575682383,0.45409429280397023,0.3052109181141439
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4153_Smartphone-Based_Recognition_of_Human_Activities.arff,0.4111111111111111,0.28888888888888886,0.24444444444444444
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50_tic-tac-toe.arff,0.3966597077244259,0.34133611691022964,0.3455114822546973

‎analysis/compare_filters/DROP.csv

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,RandomInjector,NonlinearwiseInjector,NeighborwiseInjector
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1557_abalone.arff,0.7895618865214268,0.7950682307876467,0.8168542015800814
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40671_ecoli.arff,0.8776758409785933,0.8715596330275229,0.8837920489296636
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1508_user-knowledge.arff,0.8238213399503721,0.8535980148883374,0.8560794044665012
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4153_Smartphone-Based_Recognition_of_Human_Activities.arff,0.8666666666666667,0.8611111111111112,0.8777777777777779
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50_tic-tac-toe.arff,0.8966597077244258,0.8966597077244258,0.8924843423799582

‎analysis/compare_filters/Dummy1.csv

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‎analysis/compare_filters/Dummy2.csv

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‎analysis/compare_filters/ENN.csv

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,RandomInjector,NonlinearwiseInjector,NeighborwiseInjector
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1557_abalone.arff,0.6023461814699546,0.6238927459899449,0.6700981565717021
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40671_ecoli.arff,0.8409785932721713,0.8318042813455657,0.9113149847094801
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1508_user-knowledge.arff,0.8064516129032258,0.8114143920595535,0.8660049627791563
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4153_Smartphone-Based_Recognition_of_Human_Activities.arff,0.8777777777777779,0.8888888888888888,0.8833333333333333
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50_tic-tac-toe.arff,0.6805845511482255,0.6670146137787056,0.6659707724425887

‎analysis/compare_filters/HARF.csv

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,RandomInjector,NonlinearwiseInjector,NeighborwiseInjector
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40671_ecoli.arff,0.9296636085626911,0.926605504587156,0.9602446483180428
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50_tic-tac-toe.arff,0.9592901878914405,0.8716075156576201,0.8935281837160751
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1557_abalone.arff,0.7665788843667706,0.7119942542494614,0.7713670098156573
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1508_user-knowledge.arff,0.9280397022332506,0.9379652605459057,0.9503722084367245
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4153_Smartphone-Based_Recognition_of_Human_Activities.arff,0.9722222222222222,0.9555555555555556,0.9388888888888889
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1557_abalone.arff,0.7950682307876467,0.7909983241560928,0.8228393583911898
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40671_ecoli.arff,0.9174311926605505,0.9235474006116207,0.9571865443425076
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1508_user-knowledge.arff,0.9429280397022333,0.9404466501240695,0.9454094292803971
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4153_Smartphone-Based_Recognition_of_Human_Activities.arff,0.9777777777777777,0.9555555555555556,0.9444444444444444
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50_tic-tac-toe.arff,0.9603340292275574,0.8716075156576201,0.8935281837160751

‎analysis/compare_filters/TomekLinks.csv

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,RandomInjector,NonlinearwiseInjector,NeighborwiseInjector
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1557_abalone.arff,0.41872157050514724,0.4658846061766818,0.4764184821642327
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40671_ecoli.arff,0.6697247706422018,0.743119266055046,0.7370030581039754
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1508_user-knowledge.arff,0.4739454094292804,0.4813895781637717,0.4739454094292804
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4153_Smartphone-Based_Recognition_of_Human_Activities.arff,0.7333333333333333,0.7611111111111111,0.7388888888888889
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50_tic-tac-toe.arff,0.09916492693110647,0.09916492693110647,0.09916492693110647

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