Data
Loan_data_set

Loan_data_set

active ARFF Publicly available Visibility: public Uploaded 06-12-2024 by JUSTINE UMUTONI
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loan approval

13 features

Loan_IDstring614 unique values
0 missing
Genderstring2 unique values
13 missing
Marriedstring2 unique values
3 missing
Dependentsstring4 unique values
15 missing
Educationstring2 unique values
0 missing
Self_Employedstring2 unique values
32 missing
ApplicantIncomenumeric505 unique values
0 missing
CoapplicantIncomenumeric287 unique values
0 missing
LoanAmountnumeric203 unique values
22 missing
Loan_Amount_Termnumeric10 unique values
14 missing
Credit_Historynumeric2 unique values
50 missing
Property_Areastring3 unique values
0 missing
Loan_Statusstring2 unique values
0 missing

19 properties

614
Number of instances (rows) of the dataset.
13
Number of attributes (columns) of the dataset.
Number of distinct values of the target attribute (if it is nominal).
149
Number of missing values in the dataset.
134
Number of instances with at least one value missing.
5
Number of numeric attributes.
0
Number of nominal attributes.
0
Percentage of binary attributes.
21.82
Percentage of instances having missing values.
1.87
Percentage of missing values.
Average class difference between consecutive instances.
38.46
Percentage of numeric attributes.
0.02
Number of attributes divided by the number of instances.
0
Percentage of nominal attributes.
Percentage of instances belonging to the most frequent class.
Number of instances belonging to the most frequent class.
Percentage of instances belonging to the least frequent class.
Number of instances belonging to the least frequent class.
0
Number of binary attributes.

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