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BNG(pbc)

BNG(pbc)

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

class (target)numeric999860 unique values
0 missing
Dnominal2 unique values
0 missing
Z1nominal2 unique values
0 missing
Z2numeric986191 unique values
0 missing
Z3nominal2 unique values
0 missing
Z4nominal2 unique values
0 missing
Z5nominal2 unique values
0 missing
Z6nominal2 unique values
0 missing
Z7nominal3 unique values
0 missing
Z8numeric862798 unique values
0 missing
Z9numeric998316 unique values
0 missing
Z10numeric715569 unique values
0 missing
Z11numeric995675 unique values
0 missing
Z12numeric999716 unique values
0 missing
Z13numeric996324 unique values
0 missing
Z14numeric995874 unique values
0 missing
Z15numeric998469 unique values
0 missing
Z16numeric819131 unique values
0 missing
Z17nominal4 unique values
0 missing

19 properties

1000000
Number of instances (rows) of the dataset.
19
Number of attributes (columns) of the dataset.
0
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.
11
Number of numeric attributes.
8
Number of nominal attributes.
Number of instances belonging to the most frequent class.
Percentage of instances belonging to the least frequent class.
Number of instances belonging to the least frequent class.
6
Number of binary attributes.
31.58
Percentage of binary attributes.
0
Percentage of instances having missing values.
-1248.3
Average class difference between consecutive instances.
0
Percentage of missing values.
0
Number of attributes divided by the number of instances.
57.89
Percentage of numeric attributes.
Percentage of instances belonging to the most frequent class.
42.11
Percentage of nominal attributes.

16 tasks

0 runs - estimation_procedure: 10-fold Crossvalidation - evaluation_measure: predictive_accuracy - target_feature: class
0 runs - estimation_procedure: 10 times 10-fold Crossvalidation - evaluation_measure: predictive_accuracy - target_feature: class
0 runs - estimation_procedure: 5 times 2-fold Crossvalidation - evaluation_measure: predictive_accuracy - target_feature: class
0 runs - estimation_procedure: Custom 10-fold Crossvalidation - evaluation_measure: predictive_accuracy - target_feature: class
0 runs - estimation_procedure: Test on Training Data - evaluation_measure: predictive_accuracy - 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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