Run
8875018

Run 8875018

Task 39 (Supervised Classification) sonar Uploaded 09-03-2018 by William Raynaut
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Flow

weka.kf.Bagging-IBk5(1)A Weka KnowledgeFlow using Bagging-IBk5.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
0.9142
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.825
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6486
Cross-validation details (10-fold Crossvalidation)
KB relative information score
107.2687
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2525
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
0.8332
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8269
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9968
Cross-validation details (10-fold Crossvalidation)
Recall
0.8269
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5072
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4989
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.352
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7055
Cross-validation details (10-fold Crossvalidation)