Run
66174

Run 66174

Task 7293 (Supervised Classification) Click_prediction_small Uploaded 28-11-2014 by Ky-Anh Tran
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Flow

weka.BayesNet_HillClimber(2)Weka implementation of BayesNet
weka.BayesNet_HillClimber(2)_Dtrue
weka.BayesNet_HillClimber(2)_Qweka.classifiers.bayes.net.search.local.HillClimber
weka.BayesNet_HillClimber(2)_output-debug-infotrue
weka.HillClimber(2)_P1
weka.HillClimber(2)_SBAYES

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.

21 Evaluation measures

Area under ROC curve
0.6969
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
13.8406
Cross-validation details (10-fold Crossvalidation)
Build CPU time
14.2764
Cross-validation details (10-fold Crossvalidation)
Build memory
1057231316.3701
Cross-validation details (10-fold Crossvalidation)
F measure
0.7889
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1772
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-18407.403
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2498
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2795
Cross-validation details (10-fold Crossvalidation)
Number of instances
399482
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_71, amd64, Windows 7, 6.1]
Precision
0.7771
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8137
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.653
Cross-validation details (10-fold Crossvalidation)
Recall
0.8137
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8938
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3738
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3804
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0177
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1360.7695
Total cost
5529060
Cross-validation details (10-fold Crossvalidation)