Run
8862492

Run 8862492

Task 3837 (Supervised Classification) hayes-roth 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
0.9047
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7727
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5207
Cross-validation details (10-fold Crossvalidation)
KB relative information score
68.753
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2246
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4746
Cross-validation details (10-fold Crossvalidation)
Number of instances
132
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7727
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7727
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9635
Cross-validation details (10-fold Crossvalidation)
Recall
0.7727
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4733
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4869
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3665
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7527
Cross-validation details (10-fold Crossvalidation)