OpenML
8881370

Run 8881370

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

weka.kf.AdaBoostM1-NaiveBayes(1)A Weka KnowledgeFlow using AdaBoostM1-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
0.6878
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.704
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2656
Cross-validation details (10-fold Crossvalidation)
KB relative information score
38.4601
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3406
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
0.6989
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7148
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8737
Cross-validation details (10-fold Crossvalidation)
Recall
0.7148
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8219
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4549
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.457
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0046
Cross-validation details (10-fold Crossvalidation)