Run
8865914

Run 8865914

Task 145985 (Supervised Classification) waveform-5000 Uploaded 28-02-2018 by William Raynaut
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Flow

weka.kf.ReplaceMissingValues-PKIDiscretize-NaiveBayes(1)A Weka KnowledgeFlow using ReplaceMissingValues-PKIDiscretize-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
0.9432
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7825
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6918
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3559.9248
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1431
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
0.8242
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7942
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5849
Cross-validation details (10-fold Crossvalidation)
Recall
0.7942
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.322
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4714
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3415
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7243
Cross-validation details (10-fold Crossvalidation)