Run
8864657

Run 8864657

Task 10095 (Supervised Classification) breast-tissue Uploaded 27-02-2018 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
0.7511
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4689
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3825
Cross-validation details (10-fold Crossvalidation)
KB relative information score
40.1641
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1994
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2763
Cross-validation details (10-fold Crossvalidation)
Number of instances
106
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4558
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4906
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5667
Cross-validation details (10-fold Crossvalidation)
Recall
0.4906
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7217
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3716
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3546
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9541
Cross-validation details (10-fold Crossvalidation)