Run
8860168

Run 8860168

Task 3613 (Supervised Classification) servo 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
0.9888
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9468
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8508
Cross-validation details (10-fold Crossvalidation)
KB relative information score
125.628
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0852
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3533
Cross-validation details (10-fold Crossvalidation)
Number of instances
167
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9483
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9461
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7794
Cross-validation details (10-fold Crossvalidation)
Recall
0.9461
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2411
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4193
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1887
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.45
Cross-validation details (10-fold Crossvalidation)