Data
Loan_Status

Loan_Status

active ARFF CC BY 4.0 Visibility: public Uploaded 17-12-2024 by Yayun Li
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Loan Status Dataset

14 features

loan_status (target)nominal3 unique values
0 missing
person_agenumeric18 unique values
0 missing
person_genderstring2 unique values
0 missing
person_educationstring5 unique values
0 missing
person_incomenumeric21734 unique values
0 missing
person_emp_expnumeric22 unique values
0 missing
person_home_ownershipstring4 unique values
0 missing
loan_amntnumeric710 unique values
0 missing
loan_intentstring6 unique values
0 missing
loan_int_ratenumeric315 unique values
0 missing
loan_percent_incomenumeric62 unique values
1 missing
cb_person_cred_hist_lengthnumeric9 unique values
1 missing
credit_scorenumeric310 unique values
1 missing
previous_loan_defaults_on_filestring2 unique values
1 missing
Show all 14 features

19 properties

NumberOfInstances
26257
Number of instances (rows) of the dataset.
NumberOfFeatures
14
Number of attributes (columns) of the dataset.
NumberOfClasses
3
Number of distinct values of the target attribute (if it is nominal).
NumberOfMissingValues
4
Number of missing values in the dataset.
NumberOfInstancesWithMissingValues
1
Number of instances with at least one value missing.
NumberOfNumericFeatures
8
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
AutoCorrelation
0.7
Average class difference between consecutive instances.
PercentageOfMissingValues
0
Percentage of missing values.
Dimensionality
0
Number of attributes divided by the number of instances.
PercentageOfNumericFeatures
57.14
Percentage of numeric attributes.
MajorityClassPercentage
77.71
Percentage of instances belonging to the most frequent class.
PercentageOfSymbolicFeatures
7.14
Percentage of nominal attributes.
MajorityClassSize
20404
Number of instances belonging to the most frequent class.
MinorityClassPercentage
0
Percentage of instances belonging to the least frequent class.
MinorityClassSize
1
Number of instances belonging to the least frequent class.
NumberOfBinaryFeatures
0
Number of binary attributes.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Show all 19 properties

1 tasks

Supervised Classification on Loan_Status
0 runs - estimation_procedure: 10-fold Crossvalidation - target_feature: loan_status
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