Run
8863200

Run 8863200

Task 3917 (Supervised Classification) kc1 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
0.8301
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8486
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3687
Cross-validation details (10-fold Crossvalidation)
KB relative information score
254.8624
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1887
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2616
Cross-validation details (10-fold Crossvalidation)
Number of instances
2109
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.847
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8658
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.622
Cross-validation details (10-fold Crossvalidation)
Recall
0.8658
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7215
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3615
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.32
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8851
Cross-validation details (10-fold Crossvalidation)