Run
9190279

Run 9190279

Task 146217 (Supervised Classification) wine-quality-red 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
0.7325 ± 0.03
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5362 ± 0.0306
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2891 ± 0.0483
Cross-validation details (10-fold Crossvalidation)
KB relative information score
430.0659 ± 5.9209
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1784 ± 0.0068
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2145 ± 0.0001
Cross-validation details (10-fold Crossvalidation)
Number of instances
1599
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5386 ± 0.0291
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5378 ± 0.0344
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7177
Cross-validation details (10-fold Crossvalidation)
Recall
0.5378 ± 0.0344
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.832 ± 0.0314
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3273 ± 0.0001
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3165 ± 0.0109
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9671 ± 0.0331
Cross-validation details (10-fold Crossvalidation)