Run
8863142

Run 8863142

Task 3911 (Supervised Classification) ar4 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
0.8109
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7938
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3549
Cross-validation details (10-fold Crossvalidation)
KB relative information score
15.9359
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2203
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3076
Cross-validation details (10-fold Crossvalidation)
Number of instances
107
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8061
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.785
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.707
Cross-validation details (10-fold Crossvalidation)
Recall
0.785
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7162
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3899
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4465
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1451
Cross-validation details (10-fold Crossvalidation)