Run
8869207

Run 8869207

Task 145985 (Supervised Classification) waveform-5000 Uploaded 01-03-2018 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
0.9565
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8112
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7246
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3658.5698
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1354
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4444
Cross-validation details (10-fold Crossvalidation)
Number of instances
5000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8334
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8162
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5849
Cross-validation details (10-fold Crossvalidation)
Recall
0.8162
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3047
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4714
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.309
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6555
Cross-validation details (10-fold Crossvalidation)