Run
8861891

Run 8861891

Task 3775 (Supervised Classification) fri_c2_1000_5 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
0.7697
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8299
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6528
Cross-validation details (10-fold Crossvalidation)
KB relative information score
399.7851
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3101
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4859
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8333
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.829
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9796
Cross-validation details (10-fold Crossvalidation)
Recall
0.829
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6383
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4929
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4233
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8589
Cross-validation details (10-fold Crossvalidation)