Run
8858556

Run 8858556

Task 13 (Supervised Classification) breast-cancer Uploaded 27-02-2018 by William Raynaut
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Flow

weka.kf.Bagging-NaiveBayes(1)A Weka KnowledgeFlow using Bagging-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
0.6979
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7112
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.288
Cross-validation details (10-fold Crossvalidation)
KB relative information score
55.3258
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3262
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4183
Cross-validation details (10-fold Crossvalidation)
Number of instances
286
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.707
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7238
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8796
Cross-validation details (10-fold Crossvalidation)
Recall
0.7238
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7799
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.457
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4525
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9901
Cross-validation details (10-fold Crossvalidation)