Run
8880303

Run 8880303

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

weka.kf.Bagging-SMO(1)A Weka KnowledgeFlow using Bagging-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
0.708
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.716
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2919
Cross-validation details (10-fold Crossvalidation)
KB relative information score
74.0216
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2848
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
0.7119
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
0.6873
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4549
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4555
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0014
Cross-validation details (10-fold Crossvalidation)