Run
8877999

Run 8877999

Task 145959 (Supervised Classification) balance-scale Uploaded 09-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-BestFirst-CfsSubsetEval-ReplaceMissingValues-Nai veBayes(1)A Weka KnowledgeFlow using AttributeSelection-BestFirst-CfsSubsetEval-ReplaceMissingValues-NaiveBayes.kf

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.6852
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6064
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3234
Cross-validation details (10-fold Crossvalidation)
KB relative information score
101.8998
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3265
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3798
Cross-validation details (10-fold Crossvalidation)
Number of instances
625
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5917
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6352
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3212
Cross-validation details (10-fold Crossvalidation)
Recall
0.6352
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8598
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4356
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4052
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9302
Cross-validation details (10-fold Crossvalidation)
Total cost