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A.csv
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malignant,pred1,logit0,logit1,vendor,id
0,0.051086158,1.4635166,-1.4582878,A,A_0
0,0.117063485,1.0186491,-1.0018877,A,A_0
0,0.033027753,1.6898973,-1.6869242,A,A_0
0,0.024594767,1.8403571,-1.8399622,A,A_0
0,0.11487731,1.0199256,-1.0219359,A,A_1
1,0.8751699,-0.96823305,0.97923046,A,A_1
0,0.474963,0.046482883,-0.05374893,A,A_1
1,0.18249686,0.75061333,-0.74890846,A,A_1
0,0.09112545,1.1598253,-1.1401446,A,A_2
0,0.2429576,0.58288944,-0.5536429,A,A_2
0,0.28390437,0.48751605,-0.43766013,A,A_2
0,0.15254046,0.8749404,-0.8398728,A,A_2
0,0.5090304,-0.022077192,0.014048338,A,A_3
0,0.5136526,-0.022864066,0.031760085,A,A_3
0,0.14128293,0.897972,-0.9067031,A,A_3
0,0.12678222,0.9660854,-0.9636288,A,A_3
1,0.9064245,-1.1225379,1.148201,A,A_4
0,0.17239147,0.78359884,-0.7851735,A,A_4
1,0.99828595,-3.1768565,3.1903079,A,A_4
0,0.23593235,0.598943,-0.5761682,A,A_4
0,0.087977104,1.1617801,-1.1768084,A,A_5
0,0.04209407,1.5606911,-1.5641515,A,A_5
0,0.15588467,0.83611965,-0.85305315,A,A_5
0,0.08292765,1.1996415,-1.2035762,A,A_5
1,0.09709473,1.1140289,-1.1159017,A,A_6
0,0.07514084,1.2491045,-1.2611728,A,A_6
0,0.032623116,1.6940643,-1.6955029,A,A_6
1,0.12956345,0.9454617,-0.95936257,A,A_6
0,0.10813338,1.0543377,-1.0556133,A,A_7
1,0.9656685,-1.6465936,1.6901634,A,A_7
1,0.47303754,0.05285702,-0.055097602,A,A_7
0,0.17767866,0.7699826,-0.7621719,A,A_7
1,0.54056853,-0.07515842,0.08747324,A,A_8
0,0.09059015,1.1518549,-1.1545954,A,A_8
1,0.3091539,0.39266837,-0.41140953,A,A_8
0,0.14624935,0.8770416,-0.88728446,A,A_8
0,0.05281284,1.4485946,-1.4381478,A,A_9
0,0.025461776,1.8250834,-1.8197019,A,A_9
0,0.35847938,0.30774897,-0.2742212,A,A_9
0,0.0475332,1.5044646,-1.4931623,A,A_9
0,0.03837557,1.6118574,-1.6093456,A,A_10
0,0.035084054,1.6547899,-1.6595044,A,A_10
0,0.03745032,1.6328509,-1.6137195,A,A_10
0,0.024314964,1.8464882,-1.8455596,A,A_10
0,0.06165127,1.3726281,-1.3499998,A,A_11
0,0.720981,-0.45303226,0.49630073,A,A_11
0,0.8488421,-0.8389504,0.88659734,A,A_11
0,0.07967091,1.2266154,-1.2202113,A,A_11
0,0.057269167,1.399997,-1.4010215,A,A_12
0,0.037677843,1.6273268,-1.6129502,A,A_12
0,0.033538625,1.6861374,-1.6748061,A,A_12
0,0.029866938,1.7375246,-1.7431566,A,A_12
0,0.19614111,0.7060714,-0.70451814,A,A_13
0,0.14601609,0.877602,-0.8885935,A,A_13
0,0.25644517,0.541074,-0.52345353,A,A_13
0,0.05324784,1.4369421,-1.441138,A,A_13
0,0.26037988,0.5216301,-0.5223648,A,A_14
0,0.19182938,0.7317529,-0.70641404,A,A_14
0,0.153389,0.86418974,-0.84407437,A,A_14
0,0.11278826,1.0377812,-1.02479,A,A_14
0,0.6400764,-0.28275847,0.29293734,A,A_15
0,0.11340445,1.0253143,-1.0311139,A,A_15
0,0.07155527,1.2852833,-1.2777574,A,A_15
0,0.17254221,0.79285175,-0.7748645,A,A_15
0,0.07735561,1.2339416,-1.2448891,A,A_16
1,0.26194507,0.52558005,-0.5103035,A,A_16
1,0.15538156,0.84645915,-0.84654206,A,A_16
0,0.088157795,1.1710193,-1.1653192,A,A_16
0,0.041348208,1.5741874,-1.5693116,A,A_17
0,0.8123411,-0.7268001,0.7384944,A,A_17
0,0.09158518,1.1577399,-1.1366918,A,A_17
0,0.08727139,1.185939,-1.1614771,A,A_17
0,0.04980976,1.4711219,-1.4773294,A,A_18
0,0.024154166,1.8530761,-1.8457718,A,A_18
0,0.039576713,1.5911632,-1.5979701,A,A_18
0,0.036524218,1.639785,-1.6327868,A,A_18
0,0.13736688,0.9102059,-0.9271284,A,A_19
0,0.055940717,1.407774,-1.4181225,A,A_19
1,0.8103469,-0.72012746,0.73213816,A,A_19
1,0.20264088,0.67909294,-0.6907769,A,A_19
0,0.09922659,1.1042984,-1.1015494,A,A_20
0,0.05263532,1.4490311,-1.4412656,A,A_20
0,0.038160075,1.6141124,-1.6129458,A,A_20
0,0.08337952,1.2007251,-1.1965657,A,A_20
0,0.026496438,1.8077317,-1.7961594,A,A_21
0,0.063634045,1.3577714,-1.3310864,A,A_21
0,0.016756775,2.0380285,-2.0340257,A,A_21
0,0.08179394,1.2183992,-1.1998193,A,A_21
1,0.06922588,1.3090407,-1.2896012,A,A_22
0,0.24273527,0.57576877,-0.56197286,A,A_22
1,0.97831434,-1.8848355,1.9243413,A,A_22
0,0.8183204,-0.7335139,0.7714954,A,A_22
1,0.67062575,-0.35742933,0.35358733,A,A_23
0,0.08655958,1.1759168,-1.1804686,A,A_23
0,0.10866973,1.045382,-1.0590198,A,A_23
1,0.8575721,-0.8973246,0.89794475,A,A_23
1,0.9410998,-1.3877834,1.3834207,A,A_24
0,0.2480286,0.5523914,-0.55676275,A,A_24
0,0.1826816,0.7408416,-0.75744236,A,A_24
1,0.57860804,-0.15412797,0.16293383,A,A_24
0,0.12834144,0.9492978,-0.9664059,A,A_25
1,0.99984014,-4.3355837,4.4059224,A,A_25
0,0.4331328,0.13639347,-0.13268727,A,A_25
1,0.99998295,-5.450263,5.5324235,A,A_25
1,0.65502685,-0.31568074,0.3255289,A,A_26
1,0.2806745,0.4872564,-0.4538621,A,A_26
0,0.550707,-0.08217157,0.12135592,A,A_26
0,0.29745305,0.43702072,-0.42243513,A,A_26
0,0.43968078,0.12549275,-0.11696489,A,A_27
0,0.033775076,1.6754445,-1.678229,A,A_27
0,0.1181066,0.9995177,-1.0109658,A,A_27
0,0.04681199,1.5050457,-1.5086273,A,A_27
0,0.28900987,0.4459731,-0.45422456,A,A_28
0,0.7627691,-0.56580675,0.6021145,A,A_28
0,0.7942127,-0.66625047,0.6842575,A,A_28
0,0.7123389,-0.45502037,0.45175052,A,A_28
0,0.65826315,-0.31418586,0.34137785,A,A_29
1,0.4283685,0.14319621,-0.1453145,A,A_29
0,0.69580925,-0.41055876,0.4168618,A,A_29
1,0.9898515,-2.2740083,2.306218,A,A_29
1,0.36751717,0.27871162,-0.26417142,A,A_30
0,0.5794183,-0.15625353,0.16413248,A,A_30
0,0.019145003,1.9708312,-1.9655516,A,A_30
1,0.07908663,1.232977,-1.221845,A,A_30
0,0.024028491,1.8546779,-1.8495152,A,A_31
0,0.019843148,1.9527974,-1.9470565,A,A_31
1,0.9999447,-4.8614902,4.94015,A,A_31
1,0.9962838,-2.7813702,2.8099601,A,A_31
1,0.22608232,0.61355627,-0.61701006,A,A_32
0,0.122547574,0.9911468,-0.9773766,A,A_32
0,0.09173374,1.1447766,-1.1478709,A,A_32
1,0.4609882,0.08839957,-0.06796545,A,A_32
1,0.059765056,1.3902527,-1.3654561,A,A_33
1,0.75736606,-0.54140913,0.5968836,A,A_33
0,0.008890771,2.364661,-2.3491497,A,A_33
0,0.014501345,2.1216063,-2.0972998,A,A_33
1,0.9992467,-3.576426,3.6138022,A,A_34
0,0.059499014,1.3795493,-1.3809037,A,A_34
0,0.12247823,0.98431456,-0.9848539,A,A_34
1,0.99914217,-3.514052,3.5462413,A,A_34
0,0.32285985,0.37534517,-0.3653147,A,A_35
0,0.037258036,1.6246955,-1.6272223,A,A_35
1,0.8161782,-0.7395403,0.75112593,A,A_35
1,0.4639858,0.076153584,-0.06815324,A,A_35
1,0.99474865,-2.6035404,2.640471,A,A_36
0,0.04850859,1.4893117,-1.486978,A,A_36
1,0.64941,-0.2946605,0.32178608,A,A_36
0,0.06688803,1.3239108,-1.3115945,A,A_36
0,0.029589312,1.7526426,-1.7376635,A,A_37
0,0.13716196,0.91913784,-0.9199267,A,A_37
0,0.056655124,1.4015796,-1.4108697,A,A_37
0,0.04690599,1.5126518,-1.4989164,A,A_37
1,0.54103476,-0.08210115,0.08240795,A,A_38
0,0.27827942,0.48831624,-0.4646961,A,A_38
1,0.47304633,0.050132304,-0.05778714,A,A_38
0,0.8228157,-0.7638656,0.77167636,A,A_38
0,0.06921144,1.298658,-1.3002081,A,A_39
1,0.58824795,-0.18019432,0.176533,A,A_39
1,0.75432134,-0.5599717,0.5618225,A,A_39
0,0.12197833,0.9791076,-0.99472034,A,A_39
1,0.95323336,-1.4922907,1.5224001,A,A_40
0,0.1866554,0.7343351,-0.7375557,A,A_40
1,0.18545711,0.74583685,-0.73396665,A,A_40
0,0.22014157,0.629306,-0.63553554,A,A_40
1,0.948308,-1.4464805,1.4628948,A,A_41
0,0.26987746,0.50055814,-0.49468634,A,A_41
1,0.040451854,1.5773187,-1.5890315,A,A_41
0,0.05915011,1.3738216,-1.3928833,A,A_41
0,0.043949593,1.5388083,-1.540959,A,A_42
0,0.151419,0.86774045,-0.8557742,A,A_42
0,0.09001797,1.1493002,-1.1641153,A,A_42
0,0.22155198,0.6238483,-0.6327967,A,A_42
0,0.026589999,1.8117896,-1.7884808,A,A_43
0,0.05929809,1.38188,-1.3821692,A,A_43
0,0.037171934,1.6319711,-1.6223497,A,A_43
0,0.04833304,1.502138,-1.4779615,A,A_43
1,0.11851334,1.0006337,-1.0059507,A,A_44
0,0.012311044,2.196187,-2.188684,A,A_44
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