Datasets:
mstz
/
heloc

Dataset card Viewer Files Community
Search is not available for this dataset
estimate_of_risk
int8
-9
94
months_since_first_trade
int32
-9
803
months_since_last_trade
int32
-9
383
average_duration_of_resolution
int32
-9
383
number_of_satisfactory_trades
int16
-9
79
nr_trades_insolvent_for_over_60_days
int16
-9
19
nr_trades_insolvent_for_over_90_days
int16
-9
19
percentage_of_legal_trades
int16
-9
100
months_since_last_illegal_trade
int32
-9
83
maximum_illegal_trades_over_last_year
int8
-9
9
maximum_illegal_trades
int16
-9
8
nr_total_trades
int16
-9
104
nr_trades_initiated_in_last_year
int16
-9
19
percentage_of_installment_trades
int16
-9
100
months_since_last_inquiry_not_recent
int16
-9
24
nr_inquiries_in_last_6_months
int16
-9
66
nr_inquiries_in_last_6_months_not_recent
int16
-9
66
net_fraction_of_revolving_burden
int32
-9
232
net_fraction_of_installment_burden
int32
-9
471
nr_revolving_trades_with_balance
int16
-9
32
nr_installment_trades_with_balance
int16
-9
23
nr_banks_with_high_ratio
int16
-9
18
percentage_trades_with_balance
int16
-9
100
is_at_risk
class label
2 classes
65
102
69
86
6
3
3
33
3
0
2
9
0
0
13
0
0
8
-8
1
-8
0
33
0no
79
165
2
100
31
2
1
95
72
6
3
37
3
73
7
0
0
11
-8
2
1
0
60
0no
62
80
3
31
7
2
1
78
59
6
2
9
3
22
0
3
3
25
80
4
2
0
86
0no
89
171
50
84
7
0
0
100
-7
7
8
7
0
57
1
1
1
8
-8
1
1
0
100
0no
83
139
22
72
18
0
0
100
-7
7
8
16
0
22
-8
0
0
20
82
1
2
0
43
0no
64
199
23
69
18
1
1
89
18
5
6
20
0
20
0
2
2
51
0
7
3
2
67
1yes
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
0no
79
202
2
59
24
0
0
100
-7
7
8
25
4
48
-8
0
0
8
52
2
3
0
46
0no
67
153
1
44
22
0
0
100
-7
7
8
24
5
33
0
3
2
26
20
11
2
1
87
1yes
61
121
2
41
39
0
0
98
37
6
6
41
6
41
2
4
4
38
96
7
2
1
47
0no
66
113
2
65
21
1
0
96
31
6
5
23
2
35
6
0
0
66
96
6
5
3
86
1yes
72
120
5
46
38
0
0
100
-7
7
8
38
5
24
0
2
2
59
78
5
4
4
56
0no
74
97
7
55
15
0
0
87
9
4
6
15
1
67
0
1
1
0
0
1
2
1
75
1yes
80
61
8
37
8
0
0
100
-7
7
8
8
1
13
1
2
2
0
-8
1
-8
0
50
1yes
79
138
138
138
1
0
0
100
-7
7
8
1
0
100
-8
0
0
-8
-8
-8
1
-8
100
1yes
85
186
7
72
6
0
0
100
-7
7
8
6
1
33
0
3
3
17
46
1
2
0
75
1yes
72
113
13
62
37
0
0
100
-7
7
8
37
0
24
1
2
2
46
78
10
5
4
71
0no
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
0no
82
92
6
49
12
0
0
100
-7
7
8
12
1
17
5
0
0
6
-8
6
1
0
64
0no
86
194
13
73
8
0
0
100
-7
7
8
8
0
75
-8
0
0
6
14
2
2
0
100
0no
76
104
4
39
22
0
0
100
-7
7
8
23
4
23
4
2
2
8
-8
5
2
0
50
0no
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
0no
63
114
4
66
13
2
2
76
10
3
2
17
1
47
0
2
2
0
90
0
2
-8
50
1yes
77
263
1
92
28
0
0
97
-8
6
6
30
3
20
1
2
2
21
-8
5
1
1
60
1yes
69
335
6
90
35
0
0
97
3
4
6
36
1
43
0
4
4
10
32
5
7
0
60
0no
65
182
11
53
12
1
1
100
-7
6
8
12
1
8
2
2
2
46
-8
5
1
2
86
1yes
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
0no
64
130
1
33
13
0
0
100
-7
7
8
14
6
0
4
1
1
64
-8
7
-8
3
78
0no
75
193
3
73
53
0
0
100
-7
7
8
58
5
17
0
3
3
5
-8
9
2
0
42
0no
80
112
1
57
24
0
0
100
-7
7
8
25
4
16
13
0
0
11
95
3
2
0
31
0no
73
178
4
73
14
0
0
100
-7
7
8
14
2
50
15
0
0
74
93
6
2
1
100
0no
77
149
3
69
18
0
0
94
7
4
6
18
2
72
10
0
0
13
82
1
4
0
71
0no
89
327
25
167
7
0
0
100
-7
7
8
8
0
14
0
2
2
0
-8
1
-8
0
33
1yes
64
113
17
85
8
0
0
50
1
4
6
8
0
38
1
2
2
46
-8
2
1
1
60
1yes
65
140
9
67
17
2
0
87
44
6
5
23
1
30
6
0
0
84
88
4
4
3
89
1yes
57
304
16
79
11
0
0
73
2
4
6
11
0
36
0
2
1
85
36
5
3
1
100
1yes
65
80
11
53
12
1
1
85
21
6
2
14
1
38
13
0
0
0
85
0
2
-8
67
1yes
62
206
4
64
18
0
0
78
34
6
6
18
3
67
0
4
4
73
57
4
1
1
100
1yes
88
227
5
91
13
0
0
100
-7
7
8
13
1
15
4
1
1
1
-8
1
-8
0
25
0no
72
348
4
100
28
0
0
93
27
6
6
28
1
21
3
1
1
40
-8
14
1
1
100
0no
80
220
5
86
28
0
0
93
16
6
6
28
2
50
11
0
0
2
99
3
3
-8
100
0no
53
320
27
122
14
2
0
61
8
4
5
18
0
11
2
1
1
64
-8
8
1
3
77
1yes
84
292
9
75
22
0
0
100
-7
7
8
24
2
13
22
0
0
16
71
5
2
0
58
0no
86
176
7
75
19
0
0
100
-7
7
8
19
1
26
24
0
0
11
58
2
1
0
60
0no
81
75
29
52
12
1
0
92
51
6
5
13
0
31
15
0
0
8
-8
2
1
0
38
0no
83
282
1
92
37
0
0
100
-7
7
8
38
2
11
1
1
1
1
67
10
1
0
44
0no
79
140
5
66
13
0
0
100
-7
7
8
13
1
23
18
0
0
37
92
1
2
1
80
0no
69
241
4
82
48
0
0
100
-7
7
8
48
2
10
0
2
2
34
45
8
2
4
48
0no
61
140
2
74
27
3
2
89
4
4
2
37
4
59
0
1
1
30
67
4
6
2
100
1yes
69
175
5
58
20
0
0
85
19
6
6
20
3
25
5
1
1
10
73
4
3
0
64
1yes
91
180
24
112
6
0
0
100
-7
7
8
7
0
50
-8
0
0
2
-8
1
1
0
67
0no
75
156
33
93
14
0
0
93
11
4
6
14
0
29
12
0
0
16
-8
4
1
0
71
0no
60
172
5
59
9
1
1
62
2
4
4
13
1
69
4
1
1
13
64
2
3
0
83
1yes
79
142
2
70
30
0
0
100
-7
7
8
32
2
39
2
1
1
6
84
2
10
0
60
0no
61
111
5
38
14
0
0
100
-7
7
8
14
4
29
0
4
4
94
32
8
1
5
90
0no
61
217
8
87
13
0
0
73
5
4
6
15
1
33
7
0
0
59
-8
6
2
0
100
1yes
82
203
3
81
22
0
0
100
-7
7
8
22
2
18
9
0
0
0
10
2
1
0
25
0no
58
69
5
35
25
0
0
100
-7
7
8
25
5
8
0
4
4
63
64
17
2
6
90
1yes
76
107
2
54
10
0
0
82
11
4
6
11
1
27
0
3
3
12
3
3
2
0
71
0no
75
206
8
92
37
0
0
100
-7
7
8
38
2
29
7
2
0
32
89
3
4
1
53
1yes
84
241
16
95
21
0
0
95
27
6
6
21
0
24
2
2
2
9
-8
3
1
0
50
0no
72
111
111
111
1
1
0
0
19
6
5
2
0
0
-8
0
0
-8
-8
-8
-8
-8
100
0no
89
385
6
94
15
0
0
100
-7
7
8
16
1
44
4
1
1
7
-8
2
1
0
100
0no
64
120
8
38
8
0
0
100
-7
7
8
8
1
38
10
0
0
93
67
4
3
4
100
1yes
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
0no
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
0no
89
328
17
132
34
0
0
97
41
6
6
35
0
14
-8
0
0
1
-8
3
2
0
31
0no
85
324
20
143
21
0
0
100
-7
7
8
21
0
33
-8
0
0
10
-8
4
1
0
70
0no
72
209
5
97
24
0
0
96
40
6
6
24
2
21
5
0
0
38
-8
7
1
0
67
0no
72
210
7
76
25
0
0
92
23
6
6
25
3
40
0
3
3
25
79
3
3
1
50
0no
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
-9
0no
70
167
15
80
2
2
0
50
22
6
5
4
0
25
2
1
1
0
-8
0
1
0
50
1yes
80
126
8
52
18
0
0
100
-7
7
8
19
4
16
0
1
1
2
74
2
2
0
67
0no
73
72
4
18
11
0
0
100
-7
7
8
11
6
36
4
1
1
18
99
4
2
0
75
0no
80
268
9
113
42
0
0
100
-7
7
8
42
1
19
12
0
0
12
-8
6
1
1
42
0no
55
62
3
32
16
0
0
88
2
4
6
16
2
44
0
7
7
46
67
5
3
1
100
1yes
68
460
2
162
28
2
1
90
40
0
5
31
2
27
2
1
1
25
75
6
4
0
61
1yes
77
197
4
74
26
0
0
97
24
6
6
29
4
28
0
1
1
36
91
3
2
1
71
0no
89
199
11
81
15
0
0
100
-7
7
8
15
2
40
-8
0
0
6
-8
3
1
0
57
0no
90
351
4
110
34
0
0
100
-7
7
8
36
3
44
4
1
1
2
77
1
8
0
53
0no
67
103
1
39
23
1
0
96
1
3
5
26
5
32
4
2
2
7
64
3
3
0
43
0no
62
123
4
51
13
2
0
80
10
3
5
16
2
40
7
0
0
97
93
2
4
2
100
1yes
55
259
2
76
21
1
0
71
1
3
5
25
1
21
-8
0
0
23
25
9
3
0
80
1yes
67
91
3
45
23
1
1
88
41
5
3
24
4
75
0
2
2
20
62
2
4
0
100
0no
62
489
6
147
17
0
0
67
10
4
6
21
1
19
0
3
3
46
-8
6
1
2
62
1yes
85
251
3
66
56
0
0
100
-7
7
8
61
4
26
0
4
4
1
-8
7
1
0
36
0no
76
147
1
68
30
0
0
94
26
6
6
35
3
49
0
4
4
0
10
0
2
-8
50
0no
71
132
2
53
10
1
0
85
23
6
5
13
2
46
0
1
1
36
85
4
2
1
100
1yes
84
346
9
102
19
0
0
100
-7
7
8
19
1
37
0
2
2
5
31
2
3
0
56
0no
75
81
2
49
11
0
0
100
-7
7
8
12
1
58
0
1
1
63
99
4
2
1
100
1yes
84
162
14
79
21
0
0
100
-7
7
8
22
0
68
0
1
1
16
74
1
2
0
75
0no
65
26
2
10
6
1
1
100
-7
6
8
7
5
14
0
1
1
25
-8
4
1
0
83
1yes
85
285
5
88
28
0
0
100
-7
7
8
28
1
7
0
1
1
0
-8
0
1
0
7
0no
79
102
8
45
21
0
0
100
-7
7
8
21
1
43
0
0
0
26
-8
1
2
0
43
0no
60
99
3
48
33
0
0
97
7
4
6
34
6
94
0
1
0
100
95
1
5
-8
100
1yes
63
96
13
72
24
0
0
92
10
4
6
24
0
25
0
4
4
58
69
7
2
1
82
1yes
70
167
2
61
19
0
0
70
11
4
6
20
2
35
0
1
1
4
76
3
3
0
70
1yes
79
150
5
43
25
0
0
100
-7
7
8
25
5
60
0
0
0
18
90
2
5
0
47
0no
75
413
9
112
33
0
0
100
-7
7
8
33
1
30
0
0
0
59
49
5
2
1
80
0no
61
206
5
89
30
0
0
90
34
6
6
30
2
20
0
1
1
61
28
10
2
5
72
1yes