ZMJ/ic_analysis_results/feature_statistics.csv

feature,mean,std,min,max,missing_count,missing_ratio,zero_count,zero_ratio,outlier_count,outlier_ratio
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agg_group_2_X863,-0.009372227376333541,0.5925980126831832,-6.378032283319068,6.11788675812468,0,0.0,23552,0.044785286572971,8570,0.016296276576526898
agg_group_3_X858,0.02412025174406721,0.5412732152315789,-5.569220997040522,11.046962343031305,0,0.0,0,0.0,8278,0.015741024212425864
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agg_group_5_X860,-0.011380334010629845,0.49542880301790954,-3.193106889147384,3.5267898908844626,0,0.0,0,0.0,5912,0.011241958823853794
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agg_group_8_X857,0.0314051734656718,0.4741432221136065,-6.726160348878865,8.183326329359113,0,0.0,0,0.0,8282,0.01574863040919437
agg_group_9_X598,0.029948519910229794,0.5190383507195736,-2.0,2.0,0,0.0,0,0.0,23511,0.044707323056093796
agg_group_10_X298,0.0004623023596910006,0.0033746752185337837,-0.05124033054684572,0.03448738425813985,0,0.0,0,0.0,11065,0.021040641810883328
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agg_group_12_X30,0.000272576317980539,0.0598759102348271,-0.4830382550397897,0.4473190378805831,0,0.0,0,0.0,8679,0.01650354543846872
agg_group_13_X18,-0.00022814779031199385,0.4606060045935439,-9.341370980297121,12.54836181014641,0,0.0,0,0.0,9944,0.018909005166509157
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agg_group_38_X517,-0.005381825346023791,0.7645437956245497,-5.053187454477657,4.675755107940163,0,0.0,0,0.0,1041,0.0019795127090040257
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agg_group_47_X238,-7.459923437896416e-05,0.03184350921772049,-1.488023022256113,2.0393287512940237,0,0.0,0,0.0,9981,0.018979362486617846
agg_group_48_X576,-0.02862035731799589,0.9948161575524453,-11.993173333333335,14.097635555555563,0,0.0,341435,0.6492554484138228,12394,0.023567800687219878
agg_group_49_X773,-0.001303176674707133,0.08562882810563535,-1.1590551652134182,1.8364602680735627,0,0.0,0,0.0,10184,0.019365376972619593
agg_group_50_X384,0.020442899072416008,0.15054545775266467,-1.0028800665804671,1.0722611854641633,0,0.0,0,0.0,7869,0.014963290592845992
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agg_group_53_X690,0.037558710199923816,0.04302819689298482,-0.6919180848512301,0.4529962718525081,0,0.0,0,0.0,11552,0.02196669626744909
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agg_group_314_X803,0.015137706449040427,0.7325584845952102,-9.917187966946111,9.522577087424246,0,0.0,327681,0.6231015408253103,13781,0.026205249416699786
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agg_group_316_X616,0.00023330107971470854,0.0720113056483688,-2.9537277607441133,3.2420145956630604,0,0.0,0,0.0,7639,0.014525934278656822
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agg_group_326_X627,-0.13940944252406628,0.6678974945165495,-25.8072371440878,-1.8385324449471996e-31,0,0.0,0,0.0,8415,0.016001536451747237
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agg_group_328_X101,-0.006754446759952564,0.4986193385585259,-21.31925246705623,17.283921916365202,0,0.0,0,0.0,11604,0.022065576825439685
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agg_group_331_X335,-1.3406619793414793e-05,0.11931973341163488,-1.0805754900986806,0.8694903532719008,0,0.0,0,0.0,7208,0.013706366576850159
agg_group_332_volume_weighted_sell,209097.13700688124,2947122.230886185,0.0,447679172.44703,0,0.0,26,4.944027899529747e-05,1837,0.003493145865936979
agg_group_333_X462,-0.10176993989707087,0.6247382502902573,-11.878761048888318,10.362470985428631,0,0.0,0,0.0,10970,0.020859994637631277
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agg_group_335_X541,-0.11762803738305887,1.0509705426104716,-9.50654222222222,8.566426666666665,0,0.0,317937,0.6045728454972266,14076,0.0267662064283772
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