Run
8889108

Run 8889108

Task 52945 (Supervised Classification) breast-cancer-dropped-missing-attributes-values Uploaded 26-03-2018 by William Raynaut
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Flow

weka.kf.Bagging-HoeffdingTree(1)A Weka KnowledgeFlow using Bagging-HoeffdingTree.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
0.7264
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7421
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3664
Cross-validation details (10-fold Crossvalidation)
KB relative information score
57.1266
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.322
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
0.739
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7473
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8737
Cross-validation details (10-fold Crossvalidation)
Recall
0.7473
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.777
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4549
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4357
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9579
Cross-validation details (10-fold Crossvalidation)