Run
8865016

Run 8865016

Task 14967 (Supervised Classification) cjs Uploaded 27-02-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-ReliefF-ReplaceMissingValues-NaiveBayes(1 )A Weka KnowledgeFlow using AttributeSelection-Ranker-ReliefF-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
0.9612
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.766
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7232
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1946.9758
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0988
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2729
Cross-validation details (10-fold Crossvalidation)
Number of instances
2796
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8149
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7761
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.7761
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3622
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3694
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2321
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6284
Cross-validation details (10-fold Crossvalidation)