Run
8880001

Run 8880001

Task 145857 (Supervised Classification) phoneme Uploaded 10-03-2018 by William Raynaut
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Flow

weka.kf.Bagging-SMO(1)A Weka KnowledgeFlow using Bagging-SMO.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
0.7291
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7693
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.437
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2200.361
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2288
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4147
Cross-validation details (10-fold Crossvalidation)
Number of instances
5404
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7673
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7726
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.7726
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5518
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4688
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0295
Cross-validation details (10-fold Crossvalidation)