Run
88852

Run 88852

Task 7293 (Supervised Classification) Click_prediction_small Uploaded 03-12-2014 by Edgar Salas
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Flow

weka.Stacking_BayesNet_HillClimber(1)David H. Wolpert (1992). Stacked generalization. Neural Networks. 5:241-259.
weka.BayesNet_HillClimber(2)_Dtrue
weka.BayesNet_HillClimber(2)_Qweka.classifiers.bayes.net.search.local.HillClimber
weka.HillClimber(2)_P1
weka.HillClimber(2)_SBAYES
weka.Stacking_BayesNet_HillClimber(1)_Mtrue
weka.Stacking_BayesNet_HillClimber(1)_X10
weka.Stacking_BayesNet_HillClimber(1)_S1
weka.Stacking_BayesNet_HillClimber(1)_num-slots8
weka.Stacking_BayesNet_HillClimber(1)_Bweka.classifiers.bayes.BayesNet

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
0.6913
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
15.5016
Cross-validation details (10-fold Crossvalidation)
Build CPU time
1341.0834
Cross-validation details (10-fold Crossvalidation)
Build memory
1576174721.8549
Cross-validation details (10-fold Crossvalidation)
F measure
0.7805
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1063
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-10114.4708
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2549
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_40, amd64, Windows 7, 6.1]
Precision
0.7946
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.835
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.653
Cross-validation details (10-fold Crossvalidation)
Recall
0.835
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9122
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3738
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3606
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9646
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1203.7246
Total cost
6192600
Cross-validation details (10-fold Crossvalidation)