Data
dataset_credit

dataset_credit

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_credit, target = seriousdlqin2yrs

11 features

seriousdlqin2yrs (target)numeric2 unique values
0 missing
revolvingutilizationofunsecuredlinesnumeric13887 unique values
0 missing
agenumeric78 unique values
0 missing
numberoftime30-59dayspastduenotworsenumeric16 unique values
0 missing
debtrationumeric16128 unique values
0 missing
monthlyincomenumeric5150 unique values
0 missing
numberofopencreditlinesandloansnumeric48 unique values
0 missing
numberoftimes90dayslatenumeric18 unique values
0 missing
numberrealestateloansorlinesnumeric20 unique values
0 missing
numberoftime60-89dayspastduenotworsenumeric12 unique values
0 missing
numberofdependentsnumeric9 unique values
0 missing
Show all 11 features

19 properties

NumberOfInstances
16714
Number of instances (rows) of the dataset.
NumberOfFeatures
11
Number of attributes (columns) of the dataset.
NumberOfClasses
0
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
11
Number of numeric attributes.
NumberOfSymbolicFeatures
0
Number of nominal attributes.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
MinorityClassSize
Number of instances belonging to the least frequent class.
NumberOfBinaryFeatures
0
Number of binary attributes.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
AutoCorrelation
1
Average class difference between consecutive instances.
PercentageOfMissingValues
0
Percentage of missing values.
PercentageOfNumericFeatures
100
Percentage of numeric attributes.
Dimensionality
0
Number of attributes divided by the number of instances.
PercentageOfSymbolicFeatures
0
Percentage of nominal attributes.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MajorityClassSize
Number of instances belonging to the most frequent class.
Show all 19 properties

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