Data
simulated_bank_marketing

simulated_bank_marketing

active ARFF CC BY 4.0 Visibility: public Uploaded 30-08-2023 by Sebastian Fischer
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See [https://github.com/slds-lmu/paper_2023_ci_for_ge](https://github.com/slds-lmu/paper_2023_ci_for_ge) for a description.

17 features

Class (target)numeric2 unique values
0 missing
V1numeric86 unique values
0 missing
V2nominal12 unique values
21 missing
V3nominal3 unique values
3 missing
V4nominal4 unique values
9 missing
V5nominal2 unique values
0 missing
V6numeric9096 unique values
0 missing
V7nominal2 unique values
1 missing
V8nominal2 unique values
0 missing
V9nominal3 unique values
6 missing
V10numeric50 unique values
0 missing
V11nominal12 unique values
34 missing
V12numeric1824 unique values
0 missing
V13numeric55 unique values
0 missing
V14numeric584 unique values
0 missing
V15numeric39 unique values
0 missing
V16nominal4 unique values
2 missing
Show all 17 features

19 properties

NumberOfInstances
5100000
Number of instances (rows) of the dataset.
NumberOfFeatures
17
Number of attributes (columns) of the dataset.
NumberOfClasses
0
Number of distinct values of the target attribute (if it is nominal).
NumberOfMissingValues
76
Number of missing values in the dataset.
NumberOfInstancesWithMissingValues
76
Number of instances with at least one value missing.
NumberOfNumericFeatures
8
Number of numeric attributes.
NumberOfSymbolicFeatures
9
Number of nominal attributes.
AutoCorrelation
0.79
Average class difference between consecutive instances.
PercentageOfMissingValues
0
Percentage of missing values.
Dimensionality
0
Number of attributes divided by the number of instances.
PercentageOfNumericFeatures
47.06
Percentage of numeric attributes.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
PercentageOfSymbolicFeatures
52.94
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
3
Number of binary attributes.
PercentageOfBinaryFeatures
17.65
Percentage of binary attributes.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
Show all 19 properties

1 tasks

Supervised Classification on simulated_bank_marketing
0 runs - estimation_procedure: 10-fold Crossvalidation - target_feature: Class
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