Run
8876807

Run 8876807

Task 145936 (Supervised Classification) breast-cancer-dropped-missing-attributes-values Uploaded 09-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-InfoGain-ReplaceMissingValues-NaiveBayes( 1)A Weka KnowledgeFlow using AttributeSelection-Ranker-InfoGain-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
0.4884
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5864
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-0.2779
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4145
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4144
Cross-validation details (10-fold Crossvalidation)
Number of instances
277
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5007
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7076
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8737
Cross-validation details (10-fold Crossvalidation)
Recall
0.7076
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0002
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4549
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4549
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0001
Cross-validation details (10-fold Crossvalidation)