Run
9190270

Run 9190270

Task 3750 (Supervised Classification) mbagrade 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
0.7074 ± 0.1827
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6366 ± 0.1933
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2722 ± 0.3388
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10.2291 ± 0.8892
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4244 ± 0.0657
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4988 ± 0.0026
Cross-validation details (10-fold Crossvalidation)
Number of instances
61
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6394 ± 0.2319
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6393 ± 0.1738
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9984
Cross-validation details (10-fold Crossvalidation)
Recall
0.6393 ± 0.1738
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8508 ± 0.1301
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4994 ± 0.0026
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4619 ± 0.0599
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9249 ± 0.118
Cross-validation details (10-fold Crossvalidation)