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default-of-credit-card-clients

default-of-credit-card-clients

active ARFF CC BY 4.0 Visibility: public Uploaded 20-11-2024 by Sebastian Silva Ruiz
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Finantial dataset for automl benchmark. Dataset 42477 with target column y

24 features

y (target)nominal2 unique values
0 missing
x1numeric81 unique values
0 missing
x2string2 unique values
0 missing
x3string7 unique values
0 missing
x4string4 unique values
0 missing
x5string56 unique values
0 missing
x6string11 unique values
0 missing
x7string11 unique values
0 missing
x8string11 unique values
0 missing
x9string11 unique values
0 missing
x10string10 unique values
0 missing
x11string10 unique values
0 missing
x12numeric22723 unique values
0 missing
x13numeric22346 unique values
0 missing
x14numeric22026 unique values
0 missing
x15numeric21548 unique values
0 missing
x16numeric21010 unique values
0 missing
x17numeric20604 unique values
0 missing
x18numeric7943 unique values
0 missing
x19numeric7899 unique values
0 missing
x20numeric7518 unique values
0 missing
x21numeric6937 unique values
0 missing
x22numeric6897 unique values
0 missing
x23numeric6939 unique values
0 missing
Show all 24 features

19 properties

NumberOfInstances
30000
Number of instances (rows) of the dataset.
NumberOfFeatures
24
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
13
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
MinorityClassPercentage
22.12
Percentage of instances belonging to the least frequent class.
MinorityClassSize
6636
Number of instances belonging to the least frequent class.
NumberOfBinaryFeatures
1
Number of binary attributes.
PercentageOfBinaryFeatures
4.17
Percentage of binary attributes.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
PercentageOfMissingValues
0
Percentage of missing values.
AutoCorrelation
0.66
Average class difference between consecutive instances.
PercentageOfNumericFeatures
54.17
Percentage of numeric attributes.
Dimensionality
0
Number of attributes divided by the number of instances.
PercentageOfSymbolicFeatures
4.17
Percentage of nominal attributes.
MajorityClassPercentage
77.88
Percentage of instances belonging to the most frequent class.
MajorityClassSize
23364
Number of instances belonging to the most frequent class.
Show all 19 properties

1 tasks

Supervised Classification on default-of-credit-card-clients
0 runs - estimation_procedure: 10-fold Crossvalidation - target_feature: y
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