Run
9190265

Run 9190265

Task 3659 (Supervised Classification) fri_c2_250_25 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
0.7478 ± 0.1012
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7271 ± 0.0873
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4461 ± 0.1733
Cross-validation details (10-fold Crossvalidation)
KB relative information score
63.6194 ± 2.1305
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3834 ± 0.0373
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4938 ± 0.0014
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.727 ± 0.0919
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.728 ± 0.088
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9911
Cross-validation details (10-fold Crossvalidation)
Recall
0.728 ± 0.088
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7764 ± 0.0754
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969 ± 0.0014
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4489 ± 0.0494
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9035 ± 0.0994
Cross-validation details (10-fold Crossvalidation)