Run
8865999

Run 8865999

Task 146057 (Supervised Classification) meta_ensembles.arff Uploaded 28-02-2018 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
0.677
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5647
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2484
Cross-validation details (10-fold Crossvalidation)
KB relative information score
19.7229
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2279
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2904
Cross-validation details (10-fold Crossvalidation)
Number of instances
74
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5807
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5541
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5899
Cross-validation details (10-fold Crossvalidation)
Recall
0.5541
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7848
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3782
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4063
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0745
Cross-validation details (10-fold Crossvalidation)
Total cost