Run
20818

Run 20818

Task 42 (Supervised Classification) haberman Uploaded 18-06-2014 by Joaquin Vanschoren
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Flow

weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_NaiveBayes(1)Weka implementation of AttributeSelectedClassifier
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_NaiveBayes(1)_Eweka.attributeSelection.CfsSubsetEval
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_NaiveBayes(1)_Sweka.attributeSelection.BestFirst
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_NaiveBayes(1)_Wweka.classifiers.bayes.NaiveBayes
weka.BestFirst(1)_D1
weka.BestFirst(1)_N5
weka.CfsSubsetEval(1)_E1
weka.CfsSubsetEval(1)_P1

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
0.6588
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7058
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.197
Cross-validation details (10-fold Crossvalidation)
KB relative information score
38.9674
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.332
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.39
Cross-validation details (10-fold Crossvalidation)
Number of instances
306
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7206
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7516
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.836
Cross-validation details (10-fold Crossvalidation)
Recall
0.7516
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8512
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4412
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.437
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9904
Cross-validation details (10-fold Crossvalidation)