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Agrawal1

Agrawal1

active ARFF Publicly available Visibility: public Uploaded 13-02-2015 by Jan van Rijn
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10 features

class (target)nominal2 unique values
0 missing
salarynumeric974969 unique values
0 missing
commissionnumeric412917 unique values
0 missing
agenumeric61 unique values
0 missing
elevelnominal5 unique values
0 missing
carnominal20 unique values
0 missing
zipcodenominal9 unique values
0 missing
hvaluenumeric113321 unique values
0 missing
hyearsnumeric30 unique values
0 missing
loannumeric974942 unique values
0 missing

19 properties

1000000
Number of instances (rows) of the dataset.
10
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.
6
Number of numeric attributes.
4
Number of nominal attributes.
10
Percentage of binary attributes.
0
Percentage of instances having missing values.
0.56
Average class difference between consecutive instances.
0
Percentage of missing values.
0
Number of attributes divided by the number of instances.
60
Percentage of numeric attributes.
67.2
Percentage of instances belonging to the most frequent class.
40
Percentage of nominal attributes.
672045
Number of instances belonging to the most frequent class.
32.8
Percentage of instances belonging to the least frequent class.
327955
Number of instances belonging to the least frequent class.
1
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
311 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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