Run
8877145

Run 8877145

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

weka.kf.AttributeSelection-BestFirst-CfsSubsetEval-ReplaceMissingValues-Nai veBayes(1)A Weka KnowledgeFlow using AttributeSelection-BestFirst-CfsSubsetEval-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
0.958
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9175
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8208
Cross-validation details (10-fold Crossvalidation)
KB relative information score
280.1443
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0914
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
0.9175
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9174
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9425
Cross-validation details (10-fold Crossvalidation)
Recall
0.9174
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1985
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4797
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2685
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5597
Cross-validation details (10-fold Crossvalidation)