Run
8866423

Run 8866423

Task 146217 (Supervised Classification) wine-quality-red Uploaded 28-02-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-BestFirst-CfsSubsetEval-SMO(1)A Weka KnowledgeFlow using AttributeSelection-BestFirst-CfsSubsetEval-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
0.7003
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.523
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2821
Cross-validation details (10-fold Crossvalidation)
KB relative information score
53.7683
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2351
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2145
Cross-validation details (10-fold Crossvalidation)
Number of instances
1599
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4772
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5785
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7177
Cross-validation details (10-fold Crossvalidation)
Recall
0.5785
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0963
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3273
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3304
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0096
Cross-validation details (10-fold Crossvalidation)