data-for-tests

ID,SeriousDlqin2yrs,RevolvingUtilizationOfUnsecuredLines,age,NumberOfTime30-59DaysPastDueNotWorse,DebtRatio,MonthlyIncome,NumberOfOpenCreditLinesAndLoans,NumberOfTimes90DaysLate,NumberRealEstateLoansOrLines,NumberOfTime60-89DaysPastDueNotWorse,NumberOfDependents 1,,0.88551908,43,0,0.177512717,5700,4,0,0,0,0 2,,0.463295269,57,0,0.527236928,9141,15,0,4,0,2 3,,0.043275036,59,0,0.687647522,5083,12,0,1,0,2 4,,0.280308229,38,1,0.925960637,3200,7,0,2,0,0 5,,0.9999999,27,0,0.019917227,3865,4,0,0,0,1 6,,0.509791452,63,0,0.342429365,4140,4,0,0,0,1 7,,0.587778161,50,0,1048,0,5,0,0,0,3 8,,0.046148938,79,1,0.3691702,3301,8,0,1,0,1 9,,0.013527027,68,0,2024,NA,4,0,1,0,0 10,,0.9999999,23,98,0,0,0,98,0,98,0 11,,0.0284849,37,0,0.319686529,7400,8,0,1,0,1 12,,0.085076597,52,0,0.903552105,4250,6,0,2,0,0 13,,0.010596142,68,0,0.007782101,3854,16,0,0,0,0 14,,0.380678869,30,0,0.37744902,2500,12,0,0,0,1 15,,0.556893515,56,0,0.697347208,6822,14,0,1,0,1 16,,0.079055723,28,0,0.105831231,7133,8,0,0,0,0 17,,0.543013445,72,0,0.461786138,5900,10,0,2,0,1 18,,0.11234564,37,0,0.144326363,2916,7,0,0,0,0 19,,0.648285056,29,0,0.174850033,4500,4,0,0,1,1 20,,0.686406344,43,0,487,NA,10,0,0,0,1 21,,0.085909749,48,0,0.19615602,8844,8,0,1,0,1 22,,0.158548716,61,0,0.353158292,11920,13,0,1,0,0 23,,0.009303162,69,0,0.384451019,6083,4,0,2,0,0 24,,0.95744175,69,2,0.666337936,3041,8,1,1,1,1 25,,0.442489363,50,1,0.286554523,8500,17,0,1,0,2 26,,0.125267033,51,0,3825,NA,10,0,2,0,0 27,,0.9999999,45,0,0,4750,1,0,0,0,1 28,,0.181480656,67,0,1509,NA,12,0,1,0,0 29,,0.729396906,34,0,0.335555259,7500,6,0,2,0,1 30,,0.024445377,47,0,5810,NA,20,0,2,0,2 31,,0.691411308,44,0,0.173777315,4804,10,0,0,0,0 32,,0,55,0,2007,NA,5,0,1,0,0 33,,0,57,0,0.212446888,4000,12,0,0,0,0 34,,0.817480149,54,0,0.13272101,4354,6,0,0,0,0 35,,1.008266866,61,4,0.261173013,8166,14,0,1,0,1 36,,0.423358479,49,0,0.616301423,2600,13,0,1,0,1 37,,0.282515024,32,0,0.49290142,5000,10,0,1,0,1 38,,0.14212674,56,0,4009,NA,9,0,2,0,2 39,,0.022738142,41,0,0.343160782,5833,5,0,1,0,3 40,,0.005893211,57,1,0.386379019,11819,25,0,4,0,1 41,,0.603509659,47,0,1.009598604,4583,21,0,12,0,3 42,,0.715499066,40,2,0.642835504,3300,12,0,2,0,0 43,,0.640013926,46,0,0.854994215,2592,13,0,1,0,0 44,,0.025266165,60,0,0.348583548,6600,8,0,2,0,0 45,,0.19088468,67,1,2.994208494,1035,23,0,1,0,0 46,,0.003449175,79,0,5,NA,4,0,0,0,0 47,,0.013049348,80,0,7,NA,2,0,0,0,NA 48,,0.222960536,56,0,0.457949309,10415,12,0,2,0,3 49,,0.019542164,41,0,0.189562088,5000,15,0,0,0,0 50,,0.524461145,56,0,0.412297893,8163,9,0,2,0,3 51,,0.083716694,52,0,0.105468338,9490,18,0,0,0,0 52,,0.12714116,87,0,0.135945622,2500,14,0,0,0,0 53,,0.004229082,45,0,0.282128747,8605,5,0,2,0,1 54,,0.9999999,48,0,0.29995905,4883,4,0,2,0,0 55,,0.09828419,36,0,0.375484586,5416,13,0,1,0,0 56,,0.553245935,47,1,0.3496557,6534,8,0,1,0,1 57,,0.113111018,69,0,0.037392521,5000,4,0,0,0,1 58,,0.623466258,29,1,0.007997715,3500,6,0,0,0,0 59,,0.586821108,59,1,0.323968393,3416,7,0,0,0,0 60,,0.473293345,36,1,0.475249939,4100,6,0,1,0,3 61,,0.404983801,63,0,0.023952352,46675,6,0,0,0,1 62,,0.042376836,48,0,0.291894162,16666,8,0,2,0,0 63,,0,32,0,0.440890919,1750,7,0,1,0,0 64,,0.008699783,63,0,0.6961013,3000,6,0,1,0,0 65,,0.017808676,46,0,0.748034754,2416,6,0,2,0,0 66,,0.128594901,74,0,0.795734755,3000,22,0,2,0,0 67,,0.057245192,44,0,0.402049829,12000,9,0,2,0,0 68,,0.9999999,36,0,0.00239952,5000,0,0,0,0,0 69,,0.060830479,60,0,0.27274191,6210,8,0,1,0,0 70,,0.9999999,52,98,0.020302695,2708,0,98,0,98,0 71,,0.304505013,53,0,1909,NA,8,0,1,0,0 72,,1.007999,31,0,0.12593588,5208,3,0,0,0,0 73,,0.205385796,71,0,0.167160055,10133,8,0,1,0,0 74,,0.9999999,34,1,0.322838581,2000,3,0,0,0,0 75,,0.146739206,45,0,0.186481352,10000,10,0,1,0,2 76,,0.789460527,60,0,0.174165795,8600,6,0,1,0,0 77,,0.461022124,49,0,1.02429402,4815,15,0,1,0,2 78,,0.178906103,40,0,0.830723092,3000,13,0,2,0,1 79,,0,62,0,3764,NA,14,0,3,0,0 80,,0.04553706,38,0,0.421822272,8000,10,0,2,0,4 81,,0.085647252,47,0,577,NA,9,0,0,0,NA 82,,0.179955135,50,0,0.273643863,12000,9,0,1,0,0 83,,0,25,0,0.358946213,1821,7,0,0,0,0 84,,0.076354096,80,0,0.095634096,7695,13,0,0,0,0 85,,0.274073057,48,0,0.224086484,20442,10,0,2,0,5 86,,0,49,0,0.481076863,5125,6,0,2,0,0 87,,0.670106417,22,0,0.172031077,900,3,0,0,0,0 88,,0,45,0,743,NA,8,0,1,0,0 89,,0.2484951,26,0,0.22406639,2650,7,0,0,0,0 90,,0.121839737,25,0,0.712418301,764,6,0,0,0,0 91,,0.471882029,33,0,0.009030801,6200,1,0,0,0,2 92,,0.127925892,51,0,0.25369501,5750,11,0,1,0,3 93,,0.017074014,49,0,0.333349593,20500,10,0,2,0,2 94,,0.217222445,55,0,0.349096501,2600,4,0,1,0,1 95,,0.002333278,61,0,0.081550486,12666,8,0,2,0,1 96,,0.005574991,68,1,3.014804416,15670,32,0,21,0,0 97,,0.425852948,57,0,0.421084912,14673,16,0,2,0,1 98,,0.633435124,44,0,0.702283105,6569,13,0,1,0,3 99,,0.010456209,51,0,0.0121673,2629,7,0,0,0,0 100,,0.003817835,28,0,0.139479905,3383,6,0,0,0,0 101,,0.784202555,48,0,0.255395683,5837,6,0,0,0,0 102,,0.743010708,42,0,0.644246501,5500,8,0,2,0,2 103,,0.065279751,63,0,1227,NA,10,0,1,0,0 104,,0.726230416,42,0,0.511542364,7883,8,0,1,0,2 105,,0.00188723,37,1,2705,NA,15,0,3,0,0 106,,0.179196308,25,0,0.020753267,1300,3,0,0,0,0 107,,0.691711851,42,2,0.317501361,7347,10,1,1,0,0 108,,0.208787353,80,0,0.355753499,5500,11,0,2,0,1 109,,0.008226938,58,0,0.17470617,8167,13,0,1,0,0 110,,0.143404799,47,0,0.342215519,5966,11,0,2,0,0 111,,0.178282566,54,0,6971,NA,17,0,1,0,0 112,,0.134259516,32,0,2335,NA,11,0,2,0,1 113,,0.075396229,39,0,0.720239975,3166,10,0,1,0,2 114,,0.9999999,40,0,583,NA,2,1,0,1,1 115,,0.9999999,33,0,0.058776489,2500,4,0,0,0,0 116,,0.053565615,63,0,0.216343969,11000,15,0,2,0,0 117,,0.007959951,64,0,1139,NA,4,0,1,0,0 118,,0.9999999,31,0,0.200719712,2500,4,0,0,0,0 119,,0,43,0,0.29008672,5880,8,0,2,0,0 120,,0.011298743,60,0,0.202783777,4166,11,0,1,0,0 121,,0.137670636,61,0,0.505499214,7000,7,0,2,0,1 122,,0.067472315,56,1,0.625610482,8394,20,0,3,0,0 123,,0.156938644,53,0,0.154980627,8000,5,0,1,0,5 124,,2.182724252,49,0,497,NA,2,2,0,1,0 125,,0.00441315,44,0,3092,NA,8,0,1,0,0 126,,0.167302177,59,0,0.24471435,15560,31,0,2,0,1 127,,0.009340957,93,0,0.002749313,4000,6,0,0,0,1 128,,0.008623707,50,0,0.461307738,3333,10,0,2,0,0 129,,0.061956607,62,0,2103,NA,6,0,2,0,0 130,,0.276868925,37,0,0.672418752,6953,16,0,3,0,0 131,,0.038497689,65,1,0.34064482,3783,19,0,1,0,0 132,,0.839659145,42,0,0.43650047,7440,9,0,2,0,2 133,,0.011208483,60,0,0.184545236,8333,6,0,0,0,0 134,,6.06E-05,65,2,0.172082509,3538,8,0,0,0,0 135,,0.176630241,67,0,0.940594059,100,9,1,0,0,0 136,,0.081920615,80,0,0.291636186,4100,12,0,2,0,0 137,,0.850404518,50,1,0.602526085,9104,13,0,3,0,0 138,,0,50,1,0.501399888,12500,11,0,2,0,0 139,,0.007930445,60,0,0.039027284,8429,11,0,1,0,0 140,,0,34,0,0.227569657,7500,5,0,1,0,2 141,,0.038033307,76,0,0.010418475,5758,7,0,0,0,0 142,,0,59,0,0.536007293,3290,10,0,1,0,0 143,,0.001519939,78,0,454,NA,3,0,0,0,0 144,,0,37,0,0.14114202,3414,7,0,0,0,0 145,,0.979429915,44,0,0.359285258,4700,9,1,0,0,2 146,,0.016361653,31,0,0.116996384,4700,3,0,0,0,0 147,,0.015773308,76,0,0.062423799,4100,5,0,0,0,1 148,,0,54,2,0.606725146,2735,8,0,2,0,0 149,,0.003749813,59,0,0.000879507,2273,4,0,0,0,0 150,,0.48197391,56,0,0.606888251,10800,19,0,3,0,0 151,,0.016171777,63,0,0.005020203,8166,4,0,0,0,0 152,,0,35,0,0.112387868,23409,4,0,1,0,0 153,,0.057502948,68,0,114,NA,9,0,0,0,0 154,,0.286390906,58,0,1973,NA,9,0,1,0,0 155,,0.006889335,54,0,0.656827454,4166,11,0,1,0,3 156,,0,46,0,0.60406335,6250,13,0,1,0,4 157,,0.247602204,51,1,0.421939349,8012,9,0,3,0,2 158,,0.0050266,64,0,741,NA,11,0,1,0,0 159,,1.082882132,49,0,2279,NA,6,0,2,0,1 160,,0,44,0,0.635591102,4000,10,0,1,0,1 161,,0.042934116,64,0,0.173961562,8064,6,0,1,0,0 162,,0.000359993,50,0,0.795135792,12334,7,0,1,0,0 163,,0.270135526,45,0,1334,NA,7,0,1,0,0 164,,0.571639446,46,0,0.08411215,4279,2,0,0,0,3 165,,0.015099748,54,0,0.008663779,3000,5,0,0,0,1 166,,0.254112438,48,0,199,NA,3,0,0,0,0 167,,49.92307692,62,1,1396,NA,6,2,0,1,0 168,,0.278772123,33,0,2319,NA,7,0,2,0,0 169,,0.925877622,66,3,0.332060302,4974,9,0,1,0,1 170,,0,57,0,0.315624107,3500,7,0,1,0,0 171,,0.009420475,77,0,0.002739726,6204,7,0,0,0,0 172,,0,68,0,1.012993503,2000,14,0,1,0,1 173,,0.032264648,39,0,0.446766348,5550,13,0,1,0,0 174,,0.607622394,31,0,0.446745562,7773,7,0,1,0,0 175,,0.10725053,49,0,0.605112154,5750,8,0,2,0,2 176,,1.346613546,48,1,349,NA,4,0,0,0,0 177,,0.18961061,53,0,0.34534712,3384,8,0,1,0,2 178,,0.713289152,56,0,0.259185204,4000,22,0,0,0,1 179,,0,59,0,0.426371575,15000,10,0,2,0,2 180,,0.017215349,65,0,0.39656155,10527,11,0,3,0,0 181,,0.013926305,32,1,0.314481577,3500,7,0,2,0,1 182,,0.048730085,46,0,0.136486351,10000,2,0,1,0,1 183,,0.240282572,49,0,0.064624776,9500,4,0,0,0,3 184,,0.213174897,66,0,0.282042553,11749,17,0,2,0,0 185,,0.924162806,55,0,0.772163712,7500,14,0,3,0,1 186,,0.140642968,64,0,84,NA,1,0,0,0,0 187,,0.033450084,51,0,0.064366954,8000,5,0,0,0,0 188,,0.421034057,43,0,0.026646744,8030,2,0,0,0,0 189,,0.9999999,49,0,0.041681511,14034,3,0,1,0,1 190,,0.058515422,45,0,0.84083045,2600,13,0,1,0,1 191,,0,53,0,0.14004914,2848,4,0,0,0,0 192,,0.52726573,47,0,0.160789083,7400,5,0,0,0,3 193,,0.148418119,53,0,0.278813064,15400,12,0,1,0,3 194,,0.978675645,62,0,0.432150313,1436,2,0,0,0,0 195,,0,41,0,0,3333,2,0,0,0,0 196,,0.429597315,45,0,0.357663191,7000,10,0,1,0,2 197,,0.20883009,72,0,1022,NA,6,0,0,0,0 198,,0.002927332,64,0,0.276258206,5483,16,0,2,0,0 199,,0.024887045,51,0,2384,NA,10,0,1,0,NA 200,,0.029882946,73,0,0.038212816,1700,8,0,0,0,0 201,,0.9999999,41,0,0.438083727,9100,5,0,2,0,4 202,,0.394068341,77,0,0.197055081,5500,12,0,0,0,1 203,,0.831942403,56,4,0.39885744,3850,21,0,0,0,0 204,,0.809292223,72,0,0.474273675,9017,11,0,1,0,0 205,,0.290154049,63,0,10564,NA,22,0,2,0,0 206,,0.185407296,67,0,680,NA,5,0,1,0,0 207,,0.053850845,42,0,2935,NA,19,0,1,0,3 208,,0.003644731,66,0,1759,NA,7,0,2,0,1 209,,0.732133933,35,0,0.500744048,2687,6,0,0,0,1 210,,0.029643172,84,0,30,NA,6,0,0,0,0 211,,0.9999999,24,0,0,4223,0,0,0,0,0 212,,0.36993884,39,0,0.373256945,9250,6,0,2,0,2 213,,0.10742322,57,0,0.146658782,1690,10,0,0,0,0 214,,0.064430288,58,0,0.167408554,5166,3,0,1,0,2 215,,0.275772423,33,0,880,NA,4,0,1,0,0 216,,0.958208358,36,0,0.227831431,4555,4,0,1,0,1 217,,0.034044379,59,0,0.170060998,30000,14,0,2,0,1 218,,0.626668121,46,1,0.240697824,15533,11,0,2,0,1 219,,0.216438432,54,0,0.271155693,9370,9,0,2,0,1 220,,0.033747591,75,0,0.015472507,4200,3,0,0,0,1 221,,0.021689777,37,0,0.367581366,4700,11,0,2,0,0 222,,0.020755209,64,0,0.281244231,10833,18,0,2,0,1 223,,0.14958287,54,0,0.122575485,5000,4,0,0,0,0 224,,0.145354186,52,0,2232,NA,7,0,1,0,0 225,,0.022265829,58,0,0.226433961,11000,15,0,2,0,1 226,,0.814895526,32,0,0.08496732,5966,7,0,0,0,2 227,,0.017541359,48,0,0.318359658,6900,11,0,1,0,0 228,,0.997334222,57,0,0.06231109,4300,2,0,0,0,0 229,,0.732402711,51,0,4.190899001,900,12,0,1,0,2 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252,,0.618874773,30,0,0.024268824,1606,1,0,0,1,0 253,,0.007645376,57,0,1212,NA,8,0,1,0,0 254,,0.684093698,33,0,0.439461883,8250,15,0,1,0,0 255,,0.001399907,89,0,0,NA,1,0,0,0,0 256,,0,50,0,1199,NA,8,0,1,0,0 257,,0.417083304,46,0,0.503651539,3833,3,0,1,0,3 258,,0.9999999,53,1,0,NA,1,0,0,0,3 259,,0.00917726,58,1,0.409808269,23000,16,0,4,0,0 260,,0.849782107,27,0,0.024883359,4500,3,0,0,0,4 261,,0.011324018,39,0,0.162878788,9503,13,0,1,0,1 262,,0.286831101,47,0,0.293654697,4065,8,0,1,0,2 263,,0,72,0,0.010570422,10500,4,0,0,0,0 264,,0.506957355,32,0,0.075554339,3652,10,0,0,0,0 265,,0.898982993,50,0,0.267183204,4000,7,0,0,0,0 266,,0.034998214,46,0,0.544982007,2500,10,0,1,0,1 267,,0.340200948,48,1,0.374906273,4000,10,0,2,0,2 268,,0.327713637,36,0,0.789536837,4166,10,0,1,0,0 269,,0.720891481,45,0,0.051474263,2000,3,0,0,1,2 270,,0.081345933,60,0,0.277953674,6000,5,0,1,0,0 271,,0.617271677,70,0,0.381930366,11344,11,0,2,0,1 272,,0.348685811,33,0,0.320965209,12100,21,0,2,0,0 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