Run
1810517

Run 1810517

Task 3534 (Supervised Classification) ohscal.wc Uploaded 28-07-2016 by Jan van Rijn
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Flow

weka.AttributeSelectedClassifier_NaiveBayes(1)Weka implementation of AttributeSelectedClassifier
weka.AttributeSelectedClassifier_NaiveBayes(1)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_NaiveBayes(1)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_NaiveBayes(1)_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
0.9005
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6005
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5537
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6658.636
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0826
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1787
Cross-validation details (10-fold Crossvalidation)
Number of instances
11162
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6362
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6011
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.2759
Cross-validation details (10-fold Crossvalidation)
Recall
0.6011
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4624
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2989
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2533
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8473
Cross-validation details (10-fold Crossvalidation)