Run
8869388

Run 8869388

Task 146224 (Supervised Classification) breast 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
0.9872
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9715
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9374
Cross-validation details (10-fold Crossvalidation)
KB relative information score
649.7379
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0312
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.452
Cross-validation details (10-fold Crossvalidation)
Number of instances
699
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9723
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9714
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9297
Cross-validation details (10-fold Crossvalidation)
Recall
0.9714
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.069
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4753
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1648
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3468
Cross-validation details (10-fold Crossvalidation)