Run
1841820

Run 1841820

Task 125966 (Supervised Classification) SpeedDating Uploaded 01-12-2016 by Marten Kenbeek
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Flow

weka.FilteredClassifier_NaiveBayes(1)Weka implementation of FilteredClassifier
weka.FilteredClassifier_NaiveBayes(1)_Fweka.filters.MultiFilter -F "weka.filters.supervised.instance.SMOTE -C 0 -K 5 -P 200.0 -S 1" -F "weka.filters.supervised.instance.SpreadSubsample -M 2.0 -X 0.0 -S 1"
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.

17 Evaluation measures

Area under ROC curve
0.7684
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8168
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3056
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1842.1566
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1759
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2752
Cross-validation details (10-fold Crossvalidation)
Number of instances
8378
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8107
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8255
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.8255
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.639
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0783
Cross-validation details (10-fold Crossvalidation)