Run
8868110

Run 8868110

Task 3746 (Supervised Classification) pollution 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
0.8743
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7455
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4955
Cross-validation details (10-fold Crossvalidation)
KB relative information score
29.1815
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2623
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4995
Cross-validation details (10-fold Crossvalidation)
Number of instances
60
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7626
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.75
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9992
Cross-validation details (10-fold Crossvalidation)
Recall
0.75
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5252
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4997
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3943
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.789
Cross-validation details (10-fold Crossvalidation)