Run
8880529

Run 8880529

Task 146183 (Supervised Classification) GAMETES_Heterogeneity_20atts_1600_Het_0.4_0.2_50_EDM-2_001 Uploaded 10-03-2018 by William Raynaut
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Flow

weka.kf.Bagging-SMO(1)A Weka KnowledgeFlow using Bagging-SMO.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
0.4761
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4747
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0475
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-30.7713
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.5085
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
0.476
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4763
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.4763
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.017
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5414
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0829
Cross-validation details (10-fold Crossvalidation)