Run
8860914

Run 8860914

Task 3680 (Supervised Classification) chscase_vine1 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
0.8467
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7868
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5706
Cross-validation details (10-fold Crossvalidation)
KB relative information score
29.5472
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2203
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4972
Cross-validation details (10-fold Crossvalidation)
Number of instances
52
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7905
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7885
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.996
Cross-validation details (10-fold Crossvalidation)
Recall
0.7885
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4431
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4985
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4025
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8074
Cross-validation details (10-fold Crossvalidation)