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dataset_analcatdata_creditscore

dataset_analcatdata_creditscore

active ARFF CC BY 4.0 Visibility: public Uploaded 13-12-2024 by Sebastian Silva Ruiz
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Financial dataset for automl benchmark. Name = dataset_analcatdata_creditscore, target = application_accepted

7 features

application_accepted (target)nominal2 unique values
0 missing
agenumeric28 unique values
0 missing
income_per_dependentnumeric76 unique values
0 missing
monthly_credit_card_expnumeric73 unique values
0 missing
own_homenumeric2 unique values
0 missing
self_employednumeric2 unique values
0 missing
derogatory_reportsnumeric6 unique values
0 missing
Show all 7 features

19 properties

NumberOfInstances
100
Number of instances (rows) of the dataset.
NumberOfFeatures
7
Number of attributes (columns) of the dataset.
NumberOfClasses
2
Number of distinct values of the target attribute (if it is nominal).
NumberOfMissingValues
0
Number of missing values in the dataset.
NumberOfInstancesWithMissingValues
0
Number of instances with at least one value missing.
NumberOfNumericFeatures
6
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
AutoCorrelation
0.62
Average class difference between consecutive instances.
PercentageOfMissingValues
0
Percentage of missing values.
Dimensionality
0.07
Number of attributes divided by the number of instances.
PercentageOfNumericFeatures
85.71
Percentage of numeric attributes.
MajorityClassPercentage
73
Percentage of instances belonging to the most frequent class.
PercentageOfSymbolicFeatures
14.29
Percentage of nominal attributes.
MajorityClassSize
73
Number of instances belonging to the most frequent class.
MinorityClassPercentage
27
Percentage of instances belonging to the least frequent class.
MinorityClassSize
27
Number of instances belonging to the least frequent class.
NumberOfBinaryFeatures
1
Number of binary attributes.
PercentageOfBinaryFeatures
14.29
Percentage of binary attributes.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
Show all 19 properties

1 tasks

Supervised Classification on dataset_analcatdata_creditscore
0 runs - estimation_procedure: 10-fold Crossvalidation - target_feature: application_accepted
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