Run
8865546

Run 8865546

Task 52945 (Supervised Classification) breast-cancer-dropped-missing-attributes-values Uploaded 27-02-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-ReliefF-SMO(1)A Weka KnowledgeFlow using AttributeSelection-Ranker-ReliefF-SMO.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
0.6384
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7175
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2974
Cross-validation details (10-fold Crossvalidation)
KB relative information score
81.6626
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2708
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
0.7133
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7292
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8737
Cross-validation details (10-fold Crossvalidation)
Recall
0.7292
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6533
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4549
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5203
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1439
Cross-validation details (10-fold Crossvalidation)