Run
8893148

Run 8893148

Task 146184 (Supervised Classification) GAMETES_Heterogeneity_20atts_1600_Het_0.4_0.2_75_EDM-2_001 Uploaded 27-03-2018 by William Raynaut
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Flow

weka.kf.AdaBoostM1-HoeffdingTree(1)A Weka KnowledgeFlow using AdaBoostM1-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
0.4774
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4848
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.03
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-8.8295
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.502
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
0.485
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.485
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.485
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0041
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5055
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0109
Cross-validation details (10-fold Crossvalidation)