Run
9190276

Run 9190276

Task 145857 (Supervised Classification) phoneme Uploaded 19-04-2018 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
0.8432 ± 0.0167
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7863 ± 0.0125
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4822 ± 0.0329
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1739.3742 ± 12.0727
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2791 ± 0.008
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4147 ± 0.0003
Cross-validation details (10-fold Crossvalidation)
Number of instances
5404
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7854 ± 0.0136
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7874 ± 0.0118
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.7874 ± 0.0118
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.673 ± 0.0194
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554 ± 0.0004
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3833 ± 0.0105
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8417 ± 0.023
Cross-validation details (10-fold Crossvalidation)