Run
8863316

Run 8863316

Task 7556 (Supervised Classification) MegaWatt1 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
0.708
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8625
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1941
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-43.3807
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1686
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1931
Cross-validation details (10-fold Crossvalidation)
Number of instances
253
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8524
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8814
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4993
Cross-validation details (10-fold Crossvalidation)
Recall
0.8814
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8733
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3088
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2987
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9672
Cross-validation details (10-fold Crossvalidation)