Run
8866987

Run 8866987

Task 145936 (Supervised Classification) breast-cancer-dropped-missing-attributes-values Uploaded 28-02-2018 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
0.724
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7366
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.35
Cross-validation details (10-fold Crossvalidation)
KB relative information score
67.7124
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3054
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
0.7331
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7437
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8737
Cross-validation details (10-fold Crossvalidation)
Recall
0.7437
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7368
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4549
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4398
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9669
Cross-validation details (10-fold Crossvalidation)