Run
8875345

Run 8875345

Task 145802 (Supervised Classification) sonar Uploaded 09-03-2018 by William Raynaut
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Flow

weka.kf.Bagging-J48(1)A Weka KnowledgeFlow using Bagging-J48.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
0.8555
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7374
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4729
Cross-validation details (10-fold Crossvalidation)
KB relative information score
81.2651
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3148
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
0.7435
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7404
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9968
Cross-validation details (10-fold Crossvalidation)
Recall
0.7404
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6325
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4989
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3975
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7968
Cross-validation details (10-fold Crossvalidation)