Run
9190229

Run 9190229

Task 145957 (Supervised Classification) audiology Uploaded 19-04-2018 by William Raynaut
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Flow

weka.kf.Bagging-JRip(1)A Weka KnowledgeFlow using Bagging-JRip.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
0.9558 ± 0.0207
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7792 ± 0.0555
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7711 ± 0.053
Cross-validation details (10-fold Crossvalidation)
KB relative information score
154.3417 ± 1.2811
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0259 ± 0.0043
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0724 ± 0.0003
Cross-validation details (10-fold Crossvalidation)
Number of instances
226
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7634 ± 0.0707
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8053 ± 0.0455
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.6349
Cross-validation details (10-fold Crossvalidation)
Recall
0.8053 ± 0.0455
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3577 ± 0.059
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1893 ± 0.0007
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1118 ± 0.0133
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5907 ± 0.0693
Cross-validation details (10-fold Crossvalidation)