Run
8876877

Run 8876877

Task 146057 (Supervised Classification) meta_ensembles.arff Uploaded 09-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-InfoGain-ReplaceMissingValues-NaiveBayes( 1)A Weka KnowledgeFlow using AttributeSelection-Ranker-InfoGain-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
0.7486
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6338
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.374
Cross-validation details (10-fold Crossvalidation)
KB relative information score
26.8226
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2064
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2904
Cross-validation details (10-fold Crossvalidation)
Number of instances
74
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6517
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6216
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5899
Cross-validation details (10-fold Crossvalidation)
Recall
0.6216
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7109
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3782
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3784
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0006
Cross-validation details (10-fold Crossvalidation)