Run
8861608

Run 8861608

Task 3743 (Supervised Classification) fri_c2_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
0.9282
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.845
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6716
Cross-validation details (10-fold Crossvalidation)
KB relative information score
223.4284
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2855
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4768
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8497
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.848
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9664
Cross-validation details (10-fold Crossvalidation)
Recall
0.848
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5988
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4882
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3392
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6949
Cross-validation details (10-fold Crossvalidation)