Datasets:
imodels
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compas-recidivism

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age
float64
18
96
priors_count
float64
0
37
days_b_screening_arrest
float64
-30
30
c_jail_time
float64
-1
799
juv_fel_count
float64
0
20
juv_other_count
float64
0
9
juv_misd_count
float64
0
13
c_charge_degree:F
float64
0
1
c_charge_degree:M
float64
0
1
race:African-American
float64
0
1
race:Asian
float64
0
1
race:Caucasian
float64
0
1
race:Hispanic
float64
0
1
race:Native_American
float64
0
1
race:Other
float64
0
1
age_cat:25_-_45
float64
0
1
age_cat:Greater_than_45
float64
0
1
age_cat:Less_than_25
float64
0
1
sex:Female
float64
0
1
sex:Male
float64
0
1
is_recid
int64
0
1
37
11
-1
1
0
0
0
1
0
1
0
0
0
0
0
1
0
0
0
1
1
43
0
-1
41
0
0
0
1
0
1
0
0
0
0
0
1
0
0
0
1
0
43
1
-30
1
0
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0
1
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1
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0
1
0
0
0
1
0
27
5
-2
1
0
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1
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0
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1
1
0
0
1
0
1
21
0
0
0
0
0
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1
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0
1
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0
0
0
0
1
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1
1
27
0
-1
1
0
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0
1
1
0
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0
0
0
1
0
0
1
0
0
56
7
-1
194
0
0
0
1
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0
0
1
0
0
0
0
1
0
0
1
1
46
4
0
1
0
0
0
1
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0
0
1
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0
0
1
0
0
1
0
33
2
-1
-1
0
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1
0
0
0
1
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0
0
1
0
0
1
0
0
50
0
0
1
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0
0
0
1
0
0
1
0
0
0
0
1
0
1
0
0
32
6
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3
0
0
0
1
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1
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0
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1
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0
1
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1
21
0
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0
0
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1
1
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1
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1
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35
1
-1
64
0
0
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0
1
1
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0
1
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0
0
1
1
37
4
-1
2
0
0
0
0
1
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0
0
0
0
1
1
0
0
0
1
1
28
1
0
-1
0
0
0
0
1
0
0
1
0
0
0
1
0
0
0
1
1
47
0
-1
1
0
0
0
0
1
0
0
1
0
0
0
0
1
0
0
1
0
61
1
0
0
0
0
0
1
0
1
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0
0
0
0
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1
0
0
1
1
22
0
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1
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1
1
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29
-1
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1
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1
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1
37
17
0
1
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1
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1
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1
1
29
13
0
1
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1
1
0
1
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0
0
0
0
1
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0
0
1
1
24
0
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0
0
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1
0
1
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0
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0
0
0
1
0
1
0
36
1
0
0
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0
0
1
1
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0
1
0
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1
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0
27
21
0
35
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0
0
1
0
1
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0
0
0
0
1
0
0
0
1
1
24
6
0
3
0
1
0
1
0
0
0
1
0
0
0
0
0
1
1
0
1
32
24
-1
2
1
0
3
1
0
1
0
0
0
0
0
1
0
0
0
1
1
58
3
-1
2
0
0
0
1
0
0
0
1
0
0
0
0
1
0
0
1
0
26
2
-1
2
0
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0
1
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1
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1
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1
1
26
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61
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32
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22
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21
1
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1
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0
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1
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1
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21
1
-22
22
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1
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1
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1
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1
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35
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22
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24
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1
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38
1
-1
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1
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1
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1
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1
1
37
18
-1
1
2
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1
1
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1
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34
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-1
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1
22
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1
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20
1
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1
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1
27
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4
-11
8
0
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1
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32
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0
108
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