Run
8862187

Run 8862187

Task 3806 (Supervised Classification) fri_c0_500_10 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
0.9419
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8658
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7312
Cross-validation details (10-fold Crossvalidation)
KB relative information score
279.0845
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2395
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4994
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8665
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.866
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9991
Cross-validation details (10-fold Crossvalidation)
Recall
0.866
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4796
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4997
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3161
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6325
Cross-validation details (10-fold Crossvalidation)