Run
8864595

Run 8864595

Task 145681 (Supervised Classification) wine-quality-white Uploaded 27-02-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-InfoGain-SMO(1)A Weka KnowledgeFlow using AttributeSelection-Ranker-InfoGain-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
0.6335
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4191
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1611
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3.0554
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2146
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1931
Cross-validation details (10-fold Crossvalidation)
Number of instances
4898
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3663
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4906
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.8657
Cross-validation details (10-fold Crossvalidation)
Recall
0.4906
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.1116
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3106
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3182
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0242
Cross-validation details (10-fold Crossvalidation)