Run
8860867

Run 8860867

Task 3678 (Supervised Classification) fri_c3_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
0.7222
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6525
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2918
Cross-validation details (10-fold Crossvalidation)
KB relative information score
204.9771
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3998
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4921
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.652
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.654
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9886
Cross-validation details (10-fold Crossvalidation)
Recall
0.654
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8124
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.496
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4613
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9299
Cross-validation details (10-fold Crossvalidation)