data-for-tests/giveCredit/train.csv

A collection of datasets used by the test suites of other repos. This means we aren't saving big .csv files in those repos alongside our code.

ID,Output Category,Continuous,Continuous,Categorical,Continuous,Continuous,Categorical,Categorical,Categorical,Categorical,Categorical
ID,SeriousDlqin2yrs,RevolvingUtilizationOfUnsecuredLines,age,NumberOfTime30-59DaysPastDueNotWorse,DebtRatio,MonthlyIncome,NumberOfOpenCreditLinesAndLoans,NumberOfTimes90DaysLate,NumberRealEstateLoansOrLines,NumberOfTime60-89DaysPastDueNotWorse,NumberOfDependents
1,1,0.766126609,45,2,0.802982129,9120,13,0,6,0,2
2,0,0.957151019,40,0,0.121876201,2600,4,0,0,0,1
3,0,0.65818014,38,1,0.085113375,3042,2,1,0,0,0
4,0,0.233809776,30,0,0.036049682,3300,5,0,0,0,0
5,0,0.9072394,49,1,0.024925695,63588,7,0,1,0,0
6,0,0.213178682,74,0,0.375606969,3500,3,0,1,0,1
7,0,0.305682465,57,0,5710,NA,8,0,3,0,0
8,0,0.754463648,39,0,0.209940017,3500,8,0,0,0,0
9,0,0.116950644,27,0,46,NA,2,0,0,0,NA
10,0,0.189169052,57,0,0.606290901,23684,9,0,4,0,2
11,0,0.644225962,30,0,0.30947621,2500,5,0,0,0,0
12,0,0.01879812,51,0,0.53152876,6501,7,0,2,0,2
13,0,0.010351857,46,0,0.298354075,12454,13,0,2,0,2
14,1,0.964672555,40,3,0.382964747,13700,9,3,1,1,2
15,0,0.019656581,76,0,477,0,6,0,1,0,0
16,0,0.548458062,64,0,0.209891754,11362,7,0,1,0,2
17,0,0.061086118,78,0,2058,NA,10,0,2,0,0
18,0,0.166284079,53,0,0.18827406,8800,7,0,0,0,0
19,0,0.221812771,43,0,0.527887839,3280,7,0,1,0,2
20,0,0.602794411,25,0,0.065868263,333,2,0,0,0,0
21,0,0.200923382,43,0,0.430046338,12300,10,0,2,0,0
22,1,0.025655677,38,0,0.475841386,3000,7,0,1,0,2
23,0,0.9999999,39,0,0.241103559,2500,4,0,0,0,0
24,0,0.075426584,32,0,0.085512189,7916,6,0,0,0,0
25,0,0.04656027,58,0,0.241621845,2416,9,0,1,0,0
26,1,0.392248482,50,0,1.595253368,4676,14,0,3,0,1
27,0,0.052436094,58,0,0.097672186,8333,22,0,1,0,0
28,0,0.034421473,69,0,0.042383047,2500,17,0,0,0,1
29,0,0.452515828,24,0,0.011761247,3400,1,0,0,0,0
30,0,0.392994586,58,2,0.436102527,5500,15,0,1,0,0
31,0,0.704073982,28,1,0.155201143,4200,8,0,0,0,0
32,0,0.9999999,24,0,0.472703063,750,1,0,0,0,0
33,0,0.083418009,62,0,977,NA,6,0,1,0,0
34,0,0.186868556,57,0,0.313812313,7000,9,0,2,0,0
35,0,0.693329681,42,2,0.257731959,2230,7,0,0,0,0
36,0,0,64,0,0.073538769,11000,9,0,1,0,0
37,0,0.881836362,50,3,0.567858035,4000,9,0,1,0,1
38,0,0.9999999,75,1,0.134078212,3400,1,0,1,0,1
39,0,0.363636364,26,0,0.00999001,1000,1,0,0,0,0
40,0,0.304490668,52,0,0.808340474,3500,10,0,2,0,0
41,0,0.71998531,41,1,0.539554464,5700,14,0,1,0,0
42,0,0.07289757,81,0,75,NA,7,0,0,0,0
43,0,0.469056842,31,0,0.048211004,9250,4,0,0,0,1
44,0,0.718705378,28,0,0.170125614,3661,4,0,0,0,1
45,0,0.368875933,68,0,1687.5,1,31,0,1,0,0
46,0,0.000602723,70,0,0.177787036,16800,12,0,1,0,2
47,0,0.061440132,62,0,0.011167837,3133,2,0,0,0,0
48,0,0.140110634,31,0,0.689370485,1937,4,0,2,0,0
49,0,0.834048027,38,0,0.393662026,13000,13,0,2,0,2
50,0,7.96E-05,70,0,0.256339661,6900,21,1,1,0,0
51,0,0.818977517,73,0,3095,0,9,0,1,1,0
52,1,0.728150491,31,0,0.824725092,3000,10,0,2,0,1
53,0,0.9999999,62,0,0,NA,1,0,0,0,0
54,0,0.028562367,51,0,0.306381499,5750,5,0,1,0,0
55,0,0.992015968,29,0,0.008064516,2231,1,0,0,0,0
56,0,0.070853769,55,0,0.073147745,13793,4,0,1,0,0
57,0,0.454971915,46,1,0.016921775,13000,10,0,0,0,1
58,0,0.401199782,64,0,0.351258937,3216,4,0,1,0,0
59,0,0.541108804,43,0,2477,NA,3,0,1,0,2
60,0,0.655569945,35,0,0.261609907,5813,10,0,0,0,2
61,0,0.651603452,58,0,0.241135663,7783,11,0,1,0,0
62,0,0.027399502,69,0,0.00803428,5600,3,0,0,0,0
63,0,0.101155821,72,0,1720,NA,12,0,2,0,0
64,0,0.009788862,46,0,1.051397656,3326,6,0,2,0,2
65,0,0.337520702,60,0,0.549877805,4500,10,0,2,0,0
66,0,0,67,0,0.540983607,3720,2,0,1,0,0
67,0,0.750873672,55,2,0.316416365,7723,17,0,1,0,1
68,0,0.006799093,27,1,0.681045752,764,3,0,0,0,0
69,0,0.004264079,31,0,0.111444278,2000,6,1,0,0,2
70,0,0.26948375,64,0,0.16106176,9455,13,0,1,0,3
71,0,0.265898391,36,0,0.262611807,8384,6,0,2,0,1
72,0,0.142013011,67,0,1824,NA,7,0,2,0,0
73,0,0.827708197,56,0,0.369590815,6793,15,1,1,0,0
74,0,0.059668871,31,0,3162,0,11,0,2,0,1
75,1,0.13306279,49,1,0.182881653,10257,9,0,2,0,3
76,0,0.234218112,36,0,0.116614347,8600,19,0,0,0,3
77,0,0.122295933,29,0,0.694646949,4800,5,0,1,0,0
78,0,0.460376317,37,0,0.074155949,4975,6,0,0,0,0
79,0,0.335558577,69,0,0.270448637,15000,14,0,2,0,1
80,0,0.270522569,41,0,2.797698945,1042,11,0,2,0,2
81,0,0.183316667,52,0,0.111131623,10833,14,0,2,0,1
82,0,0.074861676,66,0,0.208842479,4500,3,0,1,0,0
83,0,0.017258977,53,0,2.604510673,12414,13,0,1,0,2
84,0,0.054497069,56,0,0.492021814,4950,18,0,2,0,0
85,0,0.029164236,31,0,0.395031809,3300,10,0,1,0,0
86,0,0,58,0,0.316144874,4886,9,0,1,0,1
87,0,0.360509632,58,1,3282,NA,8,0,2,0,0
88,0,0.003749688,64,0,0.004061231,3200,5,0,0,1,0
89,1,0.734477501,45,0,0.591477634,4716,13,0,2,0,2
90,0,0.080564168,60,0,0.487288997,4916,15,0,2,0,0
91,0,0.039387786,51,0,15466,0,7,0,0,0,0
92,0,0.023767433,83,0,0.123797734,10500,13,0,0,0,0
93,0,0.784835658,52,0,2662,NA,10,0,2,1,0
94,0,0.888822236,34,0,0.368403802,3050,4,0,0,0,1
95,0,0.791173628,44,0,0.51241535,3100,5,0,1,0,0
96,0,0.24535301,37,0,0.288417167,6500,11,1,1,1,0
97,0,0.542242704,48,2,10,NA,2,0,0,0,NA
98,0,0.010531379,57,0,0.280664917,5714,6,0,1,0,0
99,0,0.363199686,32,0,0.480523957,2900,4,0,1,0,0
100,0,0.032617977,75,0,0.006799093,7500,4,0,0,0,0
101,0,0.013024674,61,0,15,NA,4,0,0,0,0
102,0,0.019387779,34,0,0.32591852,4000,9,0,1,0,0
103,0,0.634485057,52,0,0.138238573,2690,2,0,0,0,0
104,0,0.888008615,44,0,0.299246282,4908,8,0,0,0,1
105,0,0.003108849,57,0,0.258939285,8333,7,0,1,0,0
106,0,0.114830941,46,0,0.026235802,6250,6,0,0,0,3
107,0,0.018886792,80,0,0.003478779,10060,5,0,0,0,0
108,0,0.635415157,32,0,0.519493502,3000,4,0,1,0,1
109,0,0.9999999,62,0,0.664221287,8314,8,0,3,0,0
110,0,0.041257909,61,0,4739,NA,11,0,4,0,NA
111,0,0.096737158,47,0,0.009748781,8000,2,0,0,0,2
112,0,0.31844615,58,0,1.382629108,3833,26,0,4,0,0
113,0,0.186987534,52,0,0.023993145,3500,4,0,0,0,0
114,0,0.006541851,68,0,0.108089191,10000,10,0,2,0,1
115,0,0.180972181,39,1,0.384441575,3097,7,0,1,0,3
116,0,0.00750765,74,0,7,NA,4,0,0,0,0
117,0,0.06790706,46,0,0.149103029,10200,6,0,2,0,0
118,0,0.033461782,44,0,1.243362832,4067,5,0,2,0,1
119,0,0.007520592,68,0,269,NA,4,0,0,0,0
120,0,0.015271802,68,0,0.12290366,8168,6,0,0,0,0
121,0,0.51712072,31,0,0.123752495,500,3,0,0,0,0
122,0,0.317975796,34,0,0.297933792,4500,11,0,2,0,0
123,0,0.297594642,67,0,0.239507959,4145,13,0,0,0,0
124,0,0.444837661,58,0,0.366545247,14000,9,0,2,1,4
125,0,0.277956679,39,0,4090,NA,9,0,2,0,0
126,0,0.003722015,58,0,0.63332301,3228,5,0,1,0,0
127,0,0,61,0,0.2226598,3300,14,0,1,0,0
128,0,0,59,0,0.218854341,19167,13,0,2,0,0
129,0,0.151912549,36,0,0.266394467,12000,22,0,2,0,0
130,0,0,59,0,0.351699622,4500,12,0,1,0,0
131,0,0.175727593,43,1,994,NA,4,0,1,0,0
132,0,0.011498563,77,0,0.001998002,1000,1,0,0,0,0
133,0,0,48,0,0.517468688,4550,7,0,2,0,0
134,0,0.163037489,81,0,0.086482558,2751,7,0,0,0,1
135,0,0.047311582,51,0,0.100920343,3150,5,0,0,0,0
136,0,0.083880003,53,0,0.199647533,7943,8,0,1,0,0
137,0,0.089478348,56,0,1.065901518,2700,11,0,1,0,2
138,0,0.773519223,63,0,1.129227053,4139,12,0,1,0,1
139,0,0.093962275,55,0,0.112051635,9450,6,0,2,0,0
140,0,0.21955042,54,0,0.315983758,5417,20,0,2,0,1
141,0,0.147996253,55,0,0.323088235,6799,5,0,1,0,0
142,0,0.576518559,72,0,3031,NA,11,0,1,0,0
143,0,0.243872021,53,0,0.534027778,8639,22,0,2,0,3
144,0,0.362483818,27,0,567,NA,4,0,0,0,0
145,0,0.116676791,31,0,0.343593791,3800,7,0,1,0,0
146,0,0.9999999,38,0,0.43369976,5821,7,0,1,0,4
147,0,0.496911825,40,0,0.452363811,12500,11,0,2,0,2
148,0,0.130902106,48,1,0.427882174,3937,17,0,1,0,0
149,0,0.54699881,50,0,0.748071979,3500,9,0,2,0,3
150,0,0.072277109,34,0,0.025911708,2083,2,0,0,0,0
151,0,0,48,2,0.370876375,3000,14,0,1,0,5
152,0,0.175932019,57,1,0.655812625,3500,9,0,1,0,1
153,0,0.050789842,30,0,0.315171207,4000,4,0,1,0,1
154,0,0,28,0,0.144616356,3166,7,0,0,0,0
155,0,0.21286031,36,0,0.563752087,9583,10,0,2,0,1
156,0,0.012682366,60,0,0.412979783,6825,20,0,2,0,0
157,0,0.121557062,58,0,0.342971419,12000,23,0,2,0,4
158,0,0.040795358,49,0,0.801999355,3100,11,0,1,0,0
159,0,0.147712223,40,0,0.034847816,6800,6,0,0,0,3
160,0,0,63,0,2,NA,4,0,0,0,NA
161,0,0,50,1,0.726566993,3477,5,0,1,0,1
162,0,0.070771911,38,0,2088,NA,6,0,1,0,0
163,1,1.046279103,47,1,1.104301274,5416,6,0,2,0,1
164,0,0.323719804,63,0,0.610841267,5146,9,0,2,0,2
165,0,0.36459777,42,0,0.593899089,6916,7,0,3,0,0
166,0,0.637736406,54,2,3.382196162,1875,9,0,2,0,0
167,0,0.081379827,63,0,1268,NA,8,0,1,0,0
168,0,0.020966389,29,0,639.5,1,3,0,1,0,2
169,0,0.170103002,36,0,0.138461538,7734,8,0,0,0,0
170,0,0.771845631,33,0,0.852429514,5000,7,0,3,0,0
171,0,0.05538241,72,0,0.089091313,4500,4,0,0,0,0
172,0,0.9999999,29,0,974,NA,2,0,0,0,0
173,0,0.16653274,53,0,0.543625949,7506,11,0,3,0,3
174,0,0.008632035,79,0,0.365151154,4200,9,0,1,0,0
175,0,0.13527952,58,0,0.342005076,9455,11,0,2,0,2
176,0,0.167571389,69,0,0.330733853,5000,10,0,1,0,1
177,0,0.9999999,69,0,0.005319149,2255,0,1,0,0,3
178,0,0.068335151,75,0,0.010927876,10065,9,0,0,0,0
179,0,0,41,0,0.907538526,2400,6,0,1,0,0
180,1,0.946963874,35,0,1593,NA,6,0,1,0,1
181,0,0.405183973,46,0,0.667835346,7700,22,0,2,0,1
182,0,0.055549313,65,0,2177,NA,6,0,1,0,1
183,0,0.676195456,55,0,0.436665827,3970,10,1,1,0,0
184,0,0.184986787,55,4,3144,NA,11,0,1,0,0
185,1,0.085338293,51,0,0.477503628,6200,11,0,1,0,0
186,1,0,25,0,0.152896812,2916,3,0,0,1,0
187,1,0.786485406,44,0,0.291709578,3883,7,2,0,2,1
188,0,0.0112096,86,0,13,NA,3,0,0,0,0
189,0,0.03833451,56,0,0.438912218,5000,7,0,2,0,0
190,0,0.714980139,55,0,0.47090194,15000,12,0,2,0,3
191,0,0.043032042,64,0,0.332016389,6833,14,0,2,0,0
192,0,1.095083357,53,5,0.536703799,3500,7,1,1,2,0
193,0,0,49,0,2932,NA,11,0,1,0,0
194,0,0.9999999,55,0,0.156259612,3250,5,0,0,0,4
195,0,0.101430135,80,1,0.016196761,5000,9,0,0,0,0
196,1,0.025892469,38,0,74.5,1,13,0,0,0,2
197,0,0.762158561,44,4,0.224465502,21000,5,0,1,0,3
198,0,0.231692268,40,0,0.119660709,3300,7,0,0,0,0
199,0,0.114869499,35,0,103,NA,6,0,0,0,0
200,0,0.035489848,69,0,0.308438695,3400,9,0,1,0,0
201,0,0.045423864,64,0,0.181311286,5200,4,0,1,0,0
202,0,0.311954668,61,0,0.269281443,9866,12,0,2,0,2
203,0,0.078738916,46,0,0.166215372,4800,6,0,1,0,4
204,0,0.137609462,49,0,0.429533892,7272,11,0,2,0,0
205,0,0.030173038,64,0,0.17386957,9000,8,0,1,0,0
206,0,0.021978375,40,0,0.443755624,10000,12,0,5,0,2
207,0,0.443696851,27,0,0.024340075,5833,4,0,0,0,0
208,0,0.007506793,60,0,1253,NA,8,0,1,0,1
209,0,0.046640328,92,1,0.034326669,2650,13,0,0,0,0
210,0,0.292365949,50,0,0.420180551,8750,8,0,2,0,0
211,0,0.20808276,64,0,2826,NA,14,0,2,0,0
212,0,0.9999999,66,1,0.358101135,1937,4,1,0,0,0
213,0,0.013500824,53,0,0.183464028,19000,8,0,1,0,2
214,0,0.9999999,62,0,0.04965839,6000,1,0,0,0,0
215,1,0.655316473,63,0,5223,NA,19,0,2,0,0
216,0,0.9999999,50,2,1208,NA,4,0,1,0,0
217,0,0.028113957,61,0,0.031349387,2200,12,0,0,0,0
218,0,0.222696207,42,0,800,1,3,0,1,0,2
219,0,0.593985244,63,0,0.332698534,5250,4,0,2,0,0
220,0,0.017508178,73,1,0.135589153,4166,12,0,1,0,0
221,0,0.611865678,72,0,0.04578345,7600,3,0,1,0,0
222,0,0.333060631,52,3,0.700153374,5215,15,0,2,1,0
223,0,0.009025178,45,0,0.376836435,8167,4,0,1,0,2
224,0,0.260271523,44,0,0.296854804,6962,11,0,1,0,0
225,0,0.455950788,63,1,0.701766078,6001,19,0,2,0,0
226,0,0.080288098,37,0,0.322446259,6000,7,0,1,0,0
227,1,1.953488372,38,0,0.153500141,3556,5,0,0,0,2
228,0,0.181557324,36,0,0.56071964,2000,7,0,1,0,1
229,0,0.147123525,41,0,0.436025621,6400,5,0,1,0,2
230,0,0.025601772,63,1,0.262773723,10000,8,0,1,0,0
231,0,0,76,0,0.002465931,7704,3,0,0,0,0
232,0,0.196372799,43,0,0.537485582,2600,10,0,1,0,0
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