Run
9190495

Run 9190495

Task 146061 (Supervised Classification) mammography 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
0.884 ± 0.0393
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9855 ± 0.0034
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6477 ± 0.0889
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2920.8405 ± 120.4377
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.02 ± 0.0018
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0455 ± 0
Cross-validation details (10-fold Crossvalidation)
Number of instances
11183
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9857 ± 0.0034
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9869 ± 0.0027
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.1598
Cross-validation details (10-fold Crossvalidation)
Recall
0.9869 ± 0.0027
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4406 ± 0.0395
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1507 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1031 ± 0.0074
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6844 ± 0.0488
Cross-validation details (10-fold Crossvalidation)
Total cost