Data
dataset_31_credit-g

dataset_31_credit-g

active ARFF Free Visibility: public Uploaded 25-08-2020 by Robert Marincu
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test

21 features

checking_statusstring4 unique values
0 missing
durationnumeric33 unique values
0 missing
credit_historystring5 unique values
0 missing
purposestring10 unique values
0 missing
credit_amountnumeric921 unique values
0 missing
savings_statusstring5 unique values
0 missing
employmentstring5 unique values
0 missing
installment_commitmentnumeric4 unique values
0 missing
personal_statusstring4 unique values
0 missing
other_partiesstring3 unique values
0 missing
residence_sincenumeric4 unique values
0 missing
property_magnitudestring4 unique values
0 missing
agenumeric53 unique values
0 missing
other_payment_plansstring3 unique values
0 missing
housingstring3 unique values
0 missing
existing_creditsnumeric4 unique values
0 missing
jobstring4 unique values
0 missing
num_dependentsnumeric2 unique values
0 missing
own_telephonestring2 unique values
0 missing
foreign_workerstring2 unique values
0 missing
classstring2 unique values
0 missing
Show all 21 features

19 properties

NumberOfInstances
1000
Number of instances (rows) of the dataset.
NumberOfFeatures
21
Number of attributes (columns) of the dataset.
NumberOfClasses
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
7
Number of numeric attributes.
NumberOfSymbolicFeatures
0
Number of nominal attributes.
Dimensionality
0.02
Number of attributes divided by the number of instances.
PercentageOfNumericFeatures
33.33
Percentage of numeric attributes.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
PercentageOfSymbolicFeatures
0
Percentage of nominal attributes.
MajorityClassSize
Number of instances belonging to the most frequent class.
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
Average class difference between consecutive instances.
PercentageOfMissingValues
0
Percentage of missing values.
Show all 19 properties

6 tasks

Clustering on dataset_31_credit-g
0 runs - estimation_procedure: 50 times Clustering
Clustering on dataset_31_credit-g
0 runs - estimation_procedure: 50 times Clustering
Clustering on dataset_31_credit-g
0 runs - estimation_procedure: 50 times Clustering
Clustering on dataset_31_credit-g
0 runs - estimation_procedure: 50 times Clustering
Clustering on dataset_31_credit-g
0 runs - estimation_procedure: 50 times Clustering
Clustering on dataset_31_credit-g
0 runs - estimation_procedure: 50 times Clustering
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