Run
8859168

Run 8859168

Task 3484 (Supervised Classification) oil_spill 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
0.7737
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8926
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1516
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-5944.5285
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2429
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0846
Cross-validation details (10-fold Crossvalidation)
Number of instances
937
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9341
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8613
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.2636
Cross-validation details (10-fold Crossvalidation)
Recall
0.8613
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
2.8725
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2046
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3264
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.5956
Cross-validation details (10-fold Crossvalidation)