Run
9190282

Run 9190282

Task 146223 (Supervised Classification) GAMETES_Epistasis_2-Way_20atts_0.4H_EDM-1_1 Uploaded 19-04-2018 by William Raynaut
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Flow

weka.kf.Bagging-HoeffdingTree(1)A Weka KnowledgeFlow using Bagging-HoeffdingTree.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
0.4708 ± 0.0553
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4884 ± 0.0562
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.02 ± 0.1066
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-12.6145 ± 2.2894
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.503 ± 0.0053
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
0.4899 ± 0.0554
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.49 ± 0.0533
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.49 ± 0.0533
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.006 ± 0.0107
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5061 ± 0.0055
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0122 ± 0.011
Cross-validation details (10-fold Crossvalidation)