Run
9190263

Run 9190263

Task 3655 (Supervised Classification) elusage 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
0.9597 ± 0.0703
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8909 ± 0.1699
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7782 ± 0.3323
Cross-validation details (10-fold Crossvalidation)
KB relative information score
40.7663 ± 1.4387
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1309 ± 0.1166
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4922 ± 0.0075
Cross-validation details (10-fold Crossvalidation)
Number of instances
55
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8909 ± 0.1575
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8909 ± 0.1647
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9891
Cross-validation details (10-fold Crossvalidation)
Recall
0.8909 ± 0.1647
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.266 ± 0.2334
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4959 ± 0.0075
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2952 ± 0.1801
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5953 ± 0.3597
Cross-validation details (10-fold Crossvalidation)