Run
8861723

Run 8861723

Task 3759 (Supervised Classification) fri_c3_500_25 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
0.9385
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8615
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7182
Cross-validation details (10-fold Crossvalidation)
KB relative information score
231.2526
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2882
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4928
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8621
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.862
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9897
Cross-validation details (10-fold Crossvalidation)
Recall
0.862
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5847
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4964
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3383
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6815
Cross-validation details (10-fold Crossvalidation)