Run
8860146

Run 8860146

Task 3610 (Supervised Classification) fri_c3_250_5 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
0.9565
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8721
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7403
Cross-validation details (10-fold Crossvalidation)
KB relative information score
159.8906
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1894
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4919
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8724
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.872
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9883
Cross-validation details (10-fold Crossvalidation)
Recall
0.872
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3851
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4959
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2921
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5891
Cross-validation details (10-fold Crossvalidation)