Run
8860809

Run 8860809

Task 3671 (Supervised Classification) fri_c3_1000_50 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
0.7218
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6829
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3565
Cross-validation details (10-fold Crossvalidation)
KB relative information score
226.6071
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.392
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.494
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6827
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.684
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9913
Cross-validation details (10-fold Crossvalidation)
Recall
0.684
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7935
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.497
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4637
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.933
Cross-validation details (10-fold Crossvalidation)