Run
8876862

Run 8876862

Task 145984 (Supervised Classification) ionosphere Uploaded 09-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-InfoGain-ReplaceMissingValues-NaiveBayes( 1)A Weka KnowledgeFlow using AttributeSelection-Ranker-InfoGain-ReplaceMissingValues-NaiveBayes.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
0.9298
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8291
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6394
Cross-validation details (10-fold Crossvalidation)
KB relative information score
214.0987
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1726
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
0.8417
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8262
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9425
Cross-validation details (10-fold Crossvalidation)
Recall
0.8262
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3748
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4797
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.392
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8172
Cross-validation details (10-fold Crossvalidation)