Run
593963

Run 593963

Task 14965 (Supervised Classification) bank-marketing Uploaded 16-06-2016 by Jan van Rijn
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Flow

weka.FilteredClassifier_NaiveBayes(1)Weka implementation of FilteredClassifier
weka.FilteredClassifier_NaiveBayes(1)_Fweka.filters.MultiFilter -F "weka.filters.unsupervised.attribute.ReplaceMissingNumericValuesAndIndicate " -F "weka.filters.unsupervised.attribute.ReplaceMissingWithUserConstant -A first-last -N ? -R 0 -F yyyy-MM-dd\'T\'HH:mm:ss" -F "weka.filters.unsupervised.attribute.RemoveUseless -M 99.0"
weka.FilteredClassifier_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.

22 Evaluation measures

Area under ROC curve
0.8612
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.882
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4392
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1210.5892
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1533
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2066
Cross-validation details (10-fold Crossvalidation)
Number of instances
45211
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.10.1.el7.x86_64]
Precision
0.8843
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.88
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.88
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7419
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3088
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9607
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1811.8344
UserCPU time millis
510
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
340
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
170
Cross-validation details (10-fold Crossvalidation)