Run
8888042

Run 8888042

Task 3839 (Supervised Classification) JapaneseVowels 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
0.991
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.966
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8736
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8100.0596
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0461
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2716
Cross-validation details (10-fold Crossvalidation)
Number of instances
9961
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9659
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9664
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6393
Cross-validation details (10-fold Crossvalidation)
Recall
0.9664
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1696
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3685
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1595
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4329
Cross-validation details (10-fold Crossvalidation)