Run
8867866

Run 8867866

Task 3493 (Supervised Classification) monks-problems-2 Uploaded 01-03-2018 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
0.5489
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5067
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0583
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-10.231
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4457
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4507
Cross-validation details (10-fold Crossvalidation)
Number of instances
601
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.425
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6273
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9279
Cross-validation details (10-fold Crossvalidation)
Recall
0.6273
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9889
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4746
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4782
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0074
Cross-validation details (10-fold Crossvalidation)