Run
9190275

Run 9190275

Task 146213 (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
0.8957 ± 0.0371
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6775 ± 0.0686
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5875 ± 0.0891
Cross-validation details (10-fold Crossvalidation)
KB relative information score
193.4635 ± 1.5567
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1429 ± 0.0165
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3098 ± 0.0008
Cross-validation details (10-fold Crossvalidation)
Number of instances
315
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6847 ± 0.0808
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6794 ± 0.0666
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.213
Cross-validation details (10-fold Crossvalidation)
Recall
0.6794 ± 0.0666
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4613 ± 0.0528
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3935 ± 0.001
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.28 ± 0.0241
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7116 ± 0.0603
Cross-validation details (10-fold Crossvalidation)