Run
8888604

Run 8888604

Task 9944 (Supervised Classification) user-knowledge 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
0.9851
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8849
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8501
Cross-validation details (10-fold Crossvalidation)
KB relative information score
327.5389
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0698
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.294
Cross-validation details (10-fold Crossvalidation)
Number of instances
403
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8873
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8908
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.0547
Cross-validation details (10-fold Crossvalidation)
Recall
0.8908
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2374
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3832
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1799
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4695
Cross-validation details (10-fold Crossvalidation)