Run
8887271

Run 8887271

Task 57 (Supervised Classification) ionosphere Uploaded 26-03-2018 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
0.9342
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8862
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7532
Cross-validation details (10-fold Crossvalidation)
KB relative information score
254.3308
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1235
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4604
Cross-validation details (10-fold Crossvalidation)
Number of instances
351
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8865
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.886
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9425
Cross-validation details (10-fold Crossvalidation)
Recall
0.886
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2683
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4797
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3119
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6501
Cross-validation details (10-fold Crossvalidation)