Run
9190280

Run 9190280

Task 146222 (Supervised Classification) GAMETES_Epistasis_2-Way_20atts_0.1H_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
0.4635 ± 0.0422
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4827 ± 0.0391
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0325 ± 0.0769
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-17.2379 ± 1.8355
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.5041 ± 0.0043
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
0.4836 ± 0.0389
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4838 ± 0.0384
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.4838 ± 0.0384
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0083 ± 0.0087
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5079 ± 0.0046
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0157 ± 0.0092
Cross-validation details (10-fold Crossvalidation)