Run
8864598

Run 8864598

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

weka.kf.RandomForest(1)A Weka KnowledgeFlow using RandomForest.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
0.8742
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6922
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5373
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2217.9319
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1251
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
0.7064
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7019
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.8657
Cross-validation details (10-fold Crossvalidation)
Recall
0.7019
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.648
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3106
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2412
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7765
Cross-validation details (10-fold Crossvalidation)