Run
8888470

Run 8888470

Task 9908 (Supervised Classification) autoUniv-au4-2500 Uploaded 26-03-2018 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
0.6311
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5353
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1784
Cross-validation details (10-fold Crossvalidation)
KB relative information score
304.844
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3457
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3794
Cross-validation details (10-fold Crossvalidation)
Number of instances
2500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5245
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5528
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3187
Cross-validation details (10-fold Crossvalidation)
Recall
0.5528
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9111
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4355
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.431
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9897
Cross-validation details (10-fold Crossvalidation)