Run
8859452

Run 8859452

Task 3485 (Supervised Classification) scene 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
0.9291
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8751
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6006
Cross-validation details (10-fold Crossvalidation)
KB relative information score
798.8016
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1652
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2942
Cross-validation details (10-fold Crossvalidation)
Number of instances
2407
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8875
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8687
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6786
Cross-validation details (10-fold Crossvalidation)
Recall
0.8687
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5617
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3834
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2956
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7711
Cross-validation details (10-fold Crossvalidation)