Run
8876606

Run 8876606

Task 14954 (Supervised Classification) cylinder-bands 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
0.7971
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7346
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4543
Cross-validation details (10-fold Crossvalidation)
KB relative information score
146.8253
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3679
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4879
Cross-validation details (10-fold Crossvalidation)
Number of instances
540
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.751
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7444
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9826
Cross-validation details (10-fold Crossvalidation)
Recall
0.7444
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.754
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4939
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4272
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8649
Cross-validation details (10-fold Crossvalidation)