Run
8864604

Run 8864604

Task 145802 (Supervised Classification) sonar 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
0.7874
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6763
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3624
Cross-validation details (10-fold Crossvalidation)
KB relative information score
75.357
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3175
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4978
Cross-validation details (10-fold Crossvalidation)
Number of instances
208
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6917
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6779
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9968
Cross-validation details (10-fold Crossvalidation)
Recall
0.6779
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6378
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4989
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5073
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0169
Cross-validation details (10-fold Crossvalidation)