Run
8869356

Run 8869356

Task 146061 (Supervised Classification) mammography Uploaded 01-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-ReliefF-ReplaceMissingValues-NaiveBayes(1 )A Weka KnowledgeFlow using AttributeSelection-Ranker-ReliefF-ReplaceMissingValues-NaiveBayes.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
0.9161
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9648
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4165
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-18170.1814
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0526
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0455
Cross-validation details (10-fold Crossvalidation)
Number of instances
11183
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9773
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9566
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.1598
Cross-validation details (10-fold Crossvalidation)
Recall
0.9566
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.1567
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1507
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.193
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2806
Cross-validation details (10-fold Crossvalidation)