OpenML
8882031

Run 8882031

Task 145936 (Supervised Classification) breast-cancer-dropped-missing-attributes-values Uploaded 10-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-ReliefF-KStar(1)A Weka KnowledgeFlow using AttributeSelection-Ranker-ReliefF-KStar.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
0.6691
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7268
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3107
Cross-validation details (10-fold Crossvalidation)
KB relative information score
52.4565
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3267
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
0.7327
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7509
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8737
Cross-validation details (10-fold Crossvalidation)
Recall
0.7509
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7883
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4549
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4491
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9874
Cross-validation details (10-fold Crossvalidation)