Run
8866586

Run 8866586

Task 146217 (Supervised Classification) wine-quality-red Uploaded 28-02-2018 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
0.8658
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6944
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.533
Cross-validation details (10-fold Crossvalidation)
KB relative information score
675.5785
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1407
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
0.6925
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7117
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7177
Cross-validation details (10-fold Crossvalidation)
Recall
0.7117
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6561
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3273
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2601
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7946
Cross-validation details (10-fold Crossvalidation)