Data
pc1_req

pc1_req

active ARFF Publicly available Visibility: public Uploaded 07-10-2014 by Joaquin Vanschoren
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9 features

DEFECT (target)nominal2 unique values
0 missing
ACTIONnumeric6 unique values
0 missing
CONDITIONALnumeric2 unique values
0 missing
CONTINUANCEnumeric6 unique values
0 missing
IMPERATIVEnumeric6 unique values
0 missing
OPTIONnominal3 unique values
0 missing
RISK_LEVELnumeric3 unique values
0 missing
SOURCEnumeric10 unique values
0 missing
WEAK_PHRASEnumeric3 unique values
0 missing

19 properties

320
Number of instances (rows) of the dataset.
9
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.
7
Number of numeric attributes.
2
Number of nominal attributes.
1
Number of binary attributes.
11.11
Percentage of binary attributes.
0
Percentage of instances having missing values.
0
Percentage of missing values.
1
Average class difference between consecutive instances.
77.78
Percentage of numeric attributes.
0.03
Number of attributes divided by the number of instances.
66.56
Percentage of instances belonging to the most frequent class.
22.22
Percentage of nominal attributes.
213
Number of instances belonging to the most frequent class.
33.44
Percentage of instances belonging to the least frequent class.
107
Number of instances belonging to the least frequent class.

15 tasks

494 runs - estimation_procedure: 10-fold Crossvalidation - evaluation_measure: predictive_accuracy - target_feature: DEFECT
203 runs - estimation_procedure: 10 times 10-fold Crossvalidation - evaluation_measure: predictive_accuracy - target_feature: DEFECT
0 runs - estimation_procedure: 33% Holdout set - target_feature: DEFECT
0 runs - estimation_procedure: Interleaved Test then Train - target_feature: DEFECT
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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