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spmml
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fml-bankc

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capital-gain
float64
0
1
capital-loss
float64
0
1
age
int64
17
90
fnlwgt
int64
19.3k
1.12M
educational-num
int64
1
16
gender
int64
0
1
hours-per-week
int64
1
99
income
int64
0
1
missing
bool
2 classes
institute_Bank C
uint8
1
1
workclass_Federal-gov
uint8
0
1
workclass_Local-gov
uint8
0
1
workclass_Never-worked
uint8
0
1
workclass_Private
uint8
0
1
workclass_Self-emp-inc
uint8
0
1
workclass_Self-emp-not-inc
uint8
0
1
workclass_State-gov
uint8
0
1
workclass_Without-pay
uint8
0
1
education_10th
uint8
0
1
education_11th
uint8
0
1
education_12th
uint8
0
1
education_1st-4th
uint8
0
1
education_5th-6th
uint8
0
1
education_7th-8th
uint8
0
1
education_9th
uint8
0
1
education_Assoc-acdm
uint8
0
1
education_Assoc-voc
uint8
0
1
education_Bachelors
uint8
0
1
education_Doctorate
uint8
0
1
education_HS-grad
uint8
0
1
education_Masters
uint8
0
1
education_Preschool
uint8
0
1
education_Prof-school
uint8
0
1
education_Some-college
uint8
0
1
marital-status_Divorced
uint8
0
1
marital-status_Married-AF-spouse
uint8
0
1
marital-status_Married-civ-spouse
uint8
0
1
marital-status_Married-spouse-absent
uint8
0
1
marital-status_Never-married
uint8
0
1
marital-status_Separated
uint8
0
1
marital-status_Widowed
uint8
0
1
occupation_Adm-clerical
uint8
0
1
occupation_Armed-Forces
uint8
0
1
occupation_Craft-repair
uint8
0
1
occupation_Exec-managerial
uint8
0
1
occupation_Farming-fishing
uint8
0
1
occupation_Handlers-cleaners
uint8
0
1
occupation_Machine-op-inspct
uint8
0
1
occupation_Other-service
uint8
0
1
occupation_Priv-house-serv
uint8
0
1
occupation_Prof-specialty
uint8
0
1
occupation_Protective-serv
uint8
0
1
occupation_Sales
uint8
0
1
occupation_Tech-support
uint8
0
1
occupation_Transport-moving
uint8
0
1
relationship_Husband
uint8
0
1
relationship_Not-in-family
uint8
0
1
relationship_Other-relative
uint8
0
1
relationship_Own-child
uint8
0
1
relationship_Unmarried
uint8
0
1
relationship_Wife
uint8
0
1
race_Amer-Indian-Eskimo
uint8
0
1
race_Asian-Pac-Islander
uint8
0
1
race_Black
uint8
0
1
race_Other
uint8
0
1
race_White
uint8
0
1
native-country_*
uint8
0
1
native-country_Cambodia
uint8
0
1
native-country_Canada
uint8
0
1
native-country_China
uint8
0
1
native-country_Columbia
uint8
0
1
native-country_Cuba
uint8
0
1
native-country_Dominican-Republic
uint8
0
1
native-country_Ecuador
uint8
0
1
native-country_El-Salvador
uint8
0
1
native-country_England
uint8
0
1
native-country_France
uint8
0
1
native-country_Germany
uint8
0
1
native-country_Greece
uint8
0
1
native-country_Guatemala
uint8
0
1
native-country_Haiti
uint8
0
1
native-country_Honduras
uint8
0
1
native-country_Hong
uint8
0
1
native-country_Hungary
uint8
0
1
native-country_India
uint8
0
1
native-country_Iran
uint8
0
1
native-country_Ireland
uint8
0
1
native-country_Italy
uint8
0
1
native-country_Jamaica
uint8
0
1
native-country_Japan
uint8
0
1
native-country_Laos
uint8
0
1
native-country_Mexico
uint8
0
1
native-country_Nicaragua
uint8
0
1
native-country_Outlying-US(Guam-USVI-etc)
uint8
0
1
native-country_Peru
uint8
0
1
native-country_Philippines
uint8
0
1
native-country_Poland
uint8
0
1
native-country_Portugal
uint8
0
1
native-country_Puerto-Rico
uint8
0
1
native-country_Scotland
uint8
0
1
native-country_South
uint8
0
1
native-country_Taiwan
uint8
0
1
native-country_Thailand
uint8
0
1
native-country_Trinadad&Tobago
uint8
0
1
native-country_United-States
uint8
0
1
native-country_Vietnam
uint8
0
1
native-country_Yugoslavia
uint8
0
1
__index_level_0__
int64
1
171k
0
0
45
247,631
7
0
40
0
false
1
0
0
0
1
0
0
0
0
0
1
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0
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0
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0
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0
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1
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0
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0
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0
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0
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0
0
0
0
0
0
0
0
1
0
0
157,887
0
0
29
142,610
8
0
40
0
false
1
0
0
0
1
0
0
0
0
0
0
1
0
0
0
0
0
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0
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1
0
0
0
0
0
0
0
0
0
0
119,109
0
0
17
67,300
7
0
20
0
true
1
0
0
0
1
0
0
0
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0
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0
0
0
0
0
0
0
0
0
1
0
0
161,850
0
0
72
171,170
4
0
40
0
false
1
0
0
0
1
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
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0
0
0
0
0
0
0
1
0
0
149,425
0
0
18
38,649
9
1
30
0
false
1
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1
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1
0
0
74,722
0
0
34
106,371
14
0
55
1
false
1
0
1
0
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8,629
0
0.434971
18
110,618
5
1
10
0
false
1
0
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1
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0
0
0
0
0
0
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0
0
159,148
0
0
60
233,342
4
1
25
0
false
1
0
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1
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0
123,602
0
0
59
37,419
10
0
84
1
false
1
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1
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0
55,031
0
0
30
161,447
7
0
60
0
false
1
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1
0
0
164,001
0
0
43
1,117,718
8
0
35
0
false
1
0
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0
1
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1
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1
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0
96,312
0
0
28
346,762
9
0
50
0
false
1
0
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78,003
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59
118,528
5
1
22
1
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147,797
0.02456
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64
126,646
4
1
40
0
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98,606
0
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29
154,945
9
1
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0
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71,739
0
0
56
236,981
6
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35
0
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46,485
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33
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149,599
0
0.536791
34
191,716
14
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40
1
false
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6,525
0
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49
76,595
4
0
40
0
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