Run
8863039

Run 8863039

Task 3893 (Supervised Classification) sylva_prior Uploaded 27-02-2018 by William Raynaut
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Flow

weka.kf.Bagging-NaiveBayes(1)A Weka KnowledgeFlow using Bagging-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
0.9962
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.977
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8173
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9543.7086
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0251
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1156
Cross-validation details (10-fold Crossvalidation)
Number of instances
14395
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9818
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9751
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3338
Cross-validation details (10-fold Crossvalidation)
Recall
0.9751
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2172
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2403
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1481
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6163
Cross-validation details (10-fold Crossvalidation)