Run
8875594

Run 8875594

Task 3862 (Supervised Classification) audiology Uploaded 09-03-2018 by William Raynaut
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Flow

weka.kf.Bagging-SMO(1)A Weka KnowledgeFlow using Bagging-SMO.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
0.9842
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9387
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8395
Cross-validation details (10-fold Crossvalidation)
KB relative information score
186.3409
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.058
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3783
Cross-validation details (10-fold Crossvalidation)
Number of instances
226
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9401
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9381
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8182
Cross-validation details (10-fold Crossvalidation)
Recall
0.9381
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1532
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4343
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1842
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4242
Cross-validation details (10-fold Crossvalidation)