Run
8860239

Run 8860239

Task 3623 (Supervised Classification) meta 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
0.9211
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8736
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1774
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-4.9409
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1423
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1848
Cross-validation details (10-fold Crossvalidation)
Number of instances
528
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9027
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9072
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4808
Cross-validation details (10-fold Crossvalidation)
Recall
0.9072
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7699
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.303
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.253
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.835
Cross-validation details (10-fold Crossvalidation)