Run
8861197

Run 8861197

Task 3709 (Supervised Classification) breastTumor 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
0.6605
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6004
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1922
Cross-validation details (10-fold Crossvalidation)
KB relative information score
38.2843
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.425
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4872
Cross-validation details (10-fold Crossvalidation)
Number of instances
286
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6082
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5979
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9815
Cross-validation details (10-fold Crossvalidation)
Recall
0.5979
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8724
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4935
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4904
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9937
Cross-validation details (10-fold Crossvalidation)
Total cost