Run
8873079

Run 8873079

Task 57 (Supervised Classification) ionosphere Uploaded 09-03-2018 by William Raynaut
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Flow

weka.kf.Bagging-SMO(1)A Weka KnowledgeFlow using Bagging-SMO.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
0.9191
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8693
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7104
Cross-validation details (10-fold Crossvalidation)
KB relative information score
251.2358
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1274
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
0.884
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8746
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9425
Cross-validation details (10-fold Crossvalidation)
Recall
0.8746
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2766
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4797
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3129
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6523
Cross-validation details (10-fold Crossvalidation)