Data
bankmarketing

bankmarketing

active ARFF Public Domain (CC0) Visibility: public Uploaded 11-03-2021 by LUN YEH
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21 features

agenumeric78 unique values
0 missing
jobnominal12 unique values
0 missing
maritalnominal4 unique values
0 missing
educationnominal8 unique values
0 missing
defaultnominal3 unique values
0 missing
housingnominal3 unique values
0 missing
loannominal3 unique values
0 missing
contactnominal2 unique values
0 missing
monthnominal10 unique values
0 missing
day_of_weeknominal5 unique values
0 missing
durationnumeric1544 unique values
0 missing
campaignnumeric42 unique values
0 missing
pdaysnumeric27 unique values
0 missing
previousnumeric8 unique values
0 missing
poutcomenominal3 unique values
0 missing
emp.var.ratenumeric10 unique values
0 missing
cons.price.idxnumeric26 unique values
0 missing
cons.conf.idxnumeric26 unique values
0 missing
euribor3mnumeric316 unique values
0 missing
nr.employednumeric11 unique values
0 missing
ynominal2 unique values
0 missing
Show all 21 features

19 properties

NumberOfInstances
41188
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
10
Number of numeric attributes.
NumberOfSymbolicFeatures
11
Number of nominal attributes.
Dimensionality
0
Number of attributes divided by the number of instances.
PercentageOfNumericFeatures
47.62
Percentage of numeric attributes.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
PercentageOfSymbolicFeatures
52.38
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
2
Number of binary attributes.
PercentageOfBinaryFeatures
9.52
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

5 tasks

Supervised Classification on bankmarketing
0 runs - estimation_procedure: 10-fold Crossvalidation - target_feature: housing
Supervised Classification on bankmarketing
0 runs - estimation_procedure: Test on Training Data - target_feature: housing - cost matrix: 2
Supervised Classification on bankmarketing
0 runs - estimation_procedure: 10-fold Crossvalidation - evaluation_measure: predictive_accuracy - target_feature: housing
Clustering on bankmarketing
0 runs - estimation_procedure: 50 times Clustering - target_feature: Number of binary attributes
Clustering on bankmarketing
0 runs - estimation_procedure: 50 times Clustering - target_feature: y
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