Run
9190277

Run 9190277

Task 146214 (Supervised Classification) solar-flare 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
0.9327 ± 0.0171
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7258 ± 0.0489
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6714 ± 0.0567
Cross-validation details (10-fold Crossvalidation)
KB relative information score
692.8695 ± 3.7389
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.112 ± 0.0072
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2619 ± 0.0002
Cross-validation details (10-fold Crossvalidation)
Number of instances
1066
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7263 ± 0.0628
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7458 ± 0.0434
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.3647
Cross-validation details (10-fold Crossvalidation)
Recall
0.7458 ± 0.0434
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4276 ± 0.0273
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3618 ± 0.0003
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2342 ± 0.0137
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6473 ± 0.0378
Cross-validation details (10-fold Crossvalidation)