Run
8873388

Run 8873388

Task 3022 (Supervised Classification) vowel Uploaded 09-03-2018 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
0.9574
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7267
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7011
Cross-validation details (10-fold Crossvalidation)
KB relative information score
254.406
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.151
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1653
Cross-validation details (10-fold Crossvalidation)
Number of instances
990
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7316
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7283
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.4594
Cross-validation details (10-fold Crossvalidation)
Recall
0.7283
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9138
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2875
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2671
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9292
Cross-validation details (10-fold Crossvalidation)