Data
BNG(adult)

BNG(adult)

active ARFF public domain Visibility: public Uploaded 12-11-2014 by Jan van Rijn
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15 features

class (target)nominal2 unique values
0 missing
agenominal5 unique values
0 missing
workclassnominal8 unique values
0 missing
fnlwgtnumeric999999 unique values
0 missing
educationnominal16 unique values
0 missing
education-numnumeric442785 unique values
0 missing
marital-statusnominal7 unique values
0 missing
occupationnominal14 unique values
0 missing
relationshipnominal6 unique values
0 missing
racenominal5 unique values
0 missing
sexnominal2 unique values
0 missing
capitalgainnominal5 unique values
0 missing
capitallossnominal5 unique values
0 missing
hoursperweeknominal5 unique values
0 missing
native-countrynominal41 unique values
0 missing

19 properties

1000000
Number of instances (rows) of the dataset.
15
Number of attributes (columns) of the dataset.
2
Number of distinct values of the target attribute (if it is nominal).
0
Number of missing values in the dataset.
0
Number of instances with at least one value missing.
2
Number of numeric attributes.
13
Number of nominal attributes.
13.33
Percentage of binary attributes.
0
Percentage of instances having missing values.
0.64
Average class difference between consecutive instances.
0
Percentage of missing values.
0
Number of attributes divided by the number of instances.
13.33
Percentage of numeric attributes.
75.99
Percentage of instances belonging to the most frequent class.
86.67
Percentage of nominal attributes.
759864
Number of instances belonging to the most frequent class.
24.01
Percentage of instances belonging to the least frequent class.
240136
Number of instances belonging to the least frequent class.
2
Number of binary attributes.

21 tasks

0 runs - estimation_procedure: 10-fold Crossvalidation - evaluation_measure: precision - target_feature: class
0 runs - estimation_procedure: 33% Holdout set - target_feature: class
0 runs - estimation_procedure: 10-fold Learning Curve - target_feature: class
0 runs - estimation_procedure: 10-fold Learning Curve - target_feature: class
0 runs - estimation_procedure: 10-fold Learning Curve - target_feature: class
0 runs - estimation_procedure: 10-fold Learning Curve - target_feature: class
0 runs - estimation_procedure: 10-fold Learning Curve - target_feature: class
0 runs - estimation_procedure: 10-fold Learning Curve - target_feature: class
0 runs - estimation_procedure: 10-fold Learning Curve - target_feature: class
44 runs - estimation_procedure: Interleaved Test then Train - target_feature: class
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
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