Run
8865533

Run 8865533

Task 145802 (Supervised Classification) sonar Uploaded 27-02-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-ReliefF-ReplaceMissingValues-NaiveBayes(1 )A Weka KnowledgeFlow using AttributeSelection-Ranker-ReliefF-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
0.8065
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6713
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3533
Cross-validation details (10-fold Crossvalidation)
KB relative information score
75.7362
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.315
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4978
Cross-validation details (10-fold Crossvalidation)
Number of instances
208
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6878
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6731
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9968
Cross-validation details (10-fold Crossvalidation)
Recall
0.6731
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6328
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4989
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5017
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0057
Cross-validation details (10-fold Crossvalidation)