Run
8862500

Run 8862500

Task 3838 (Supervised Classification) autos 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
0.9709
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.921
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8184
Cross-validation details (10-fold Crossvalidation)
KB relative information score
131.1995
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1738
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4406
Cross-validation details (10-fold Crossvalidation)
Number of instances
205
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9218
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.922
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9134
Cross-validation details (10-fold Crossvalidation)
Recall
0.922
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3945
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4691
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2585
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.551
Cross-validation details (10-fold Crossvalidation)