Run
8875669

Run 8875669

Task 25 (Supervised Classification) colic 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
0.7602
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6569
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3525
Cross-validation details (10-fold Crossvalidation)
KB relative information score
74.8821
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3393
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4471
Cross-validation details (10-fold Crossvalidation)
Number of instances
368
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7678
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6522
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9227
Cross-validation details (10-fold Crossvalidation)
Recall
0.6522
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7588
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4727
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4916
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0401
Cross-validation details (10-fold Crossvalidation)