Run
1664642

Run 1664642

Task 3948 (Supervised Classification) KDDCup09_upselling Uploaded 19-07-2016 by Jan van Rijn
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Flow

weka.BayesNet(1)Weka implementation of BayesNet
weka.BayesNet(1)_Dtrue
weka.BayesNet(1)_Qweka.classifiers.bayes.net.search.local.K2

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
0.7383
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8312
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1518
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-69656.5338
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2144
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1364
Cross-validation details (10-fold Crossvalidation)
Number of instances
50000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8922
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7897
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3794
Cross-validation details (10-fold Crossvalidation)
Recall
0.7897
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.5711
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2612
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4246
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.6258
Cross-validation details (10-fold Crossvalidation)