Run
8861637

Run 8861637

Task 3743 (Supervised Classification) fri_c2_500_25 Uploaded 27-02-2018 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
0.8721
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8089
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5974
Cross-validation details (10-fold Crossvalidation)
KB relative information score
266.2752
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2262
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4768
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8087
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.81
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9664
Cross-validation details (10-fold Crossvalidation)
Recall
0.81
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4745
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4882
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3791
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7765
Cross-validation details (10-fold Crossvalidation)