Run
8878157

Run 8878157

Task 146060 (Supervised Classification) isolet 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
0.9703
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.896
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8917
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7021.9591
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.008
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.074
Cross-validation details (10-fold Crossvalidation)
Number of instances
7797
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8981
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8959
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.7004
Cross-validation details (10-fold Crossvalidation)
Recall
0.8959
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.108
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1923
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0869
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4521
Cross-validation details (10-fold Crossvalidation)