Run
8866399

Run 8866399

Task 146183 (Supervised Classification) GAMETES_Heterogeneity_20atts_1600_Het_0.4_0.2_50_EDM-2_001 Uploaded 28-02-2018 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
0.6857
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6344
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2688
Cross-validation details (10-fold Crossvalidation)
KB relative information score
165.6493
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4577
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
1600
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6344
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6344
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.6344
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9154
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4747
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9494
Cross-validation details (10-fold Crossvalidation)
Total cost