Run
1842956

Run 1842956

Task 125969 (Supervised Classification) SpeedDating Uploaded 05-12-2016 by Maarten Visscher
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Flow

weka.FilteredClassifier_NaiveBayes(2)Weka implementation of FilteredClassifier
weka.FilteredClassifier_NaiveBayes(2)_Fweka.filters.supervised.instance.Resample -B 0.0 -S 1 -Z 10.0
weka.FilteredClassifier_NaiveBayes(2)_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
0.8205
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.2756
Cross-validation details (10-fold Crossvalidation)
F measure
0.7982
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.37
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-100.4613
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2241
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
0.839
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7775
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.7775
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8142
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4426
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1933
Cross-validation details (10-fold Crossvalidation)
Total cost
2309
Cross-validation details (10-fold Crossvalidation)