Run
1589804

Run 1589804

Task 3528 (Supervised Classification) la2s.wc Uploaded 18-07-2016 by Jan van Rijn
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Flow

weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_NaiveBayes(3)Weka implementation of AttributeSelectedClassifier
weka.CfsSubsetEval(5)_P1
weka.CfsSubsetEval(5)_E1
weka.BestFirst(4)_D1
weka.BestFirst(4)_N5
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_NaiveBayes(3)_Eweka.attributeSelection.CfsSubsetEval
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_NaiveBayes(3)_Sweka.attributeSelection.BestFirst
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_NaiveBayes(3)_Wweka.classifiers.bayes.NaiveBayes

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.922
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7067
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6358
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2043.5048
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1006
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2655
Cross-validation details (10-fold Crossvalidation)
Number of instances
3075
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7641
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7015
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.4305
Cross-validation details (10-fold Crossvalidation)
Recall
0.7015
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.379
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3643
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2992
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8212
Cross-validation details (10-fold Crossvalidation)
Total cost