Run
88880

Run 88880

Task 7293 (Supervised Classification) Click_prediction_small Uploaded 03-12-2014 by Perry van Wesel
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.Bagging_BayesNet_K2(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_BayesNet_K2(1)_P100
weka.Bagging_BayesNet_K2(1)_S1
weka.Bagging_BayesNet_K2(1)_num-slots4
weka.Bagging_BayesNet_K2(1)_I100
weka.Bagging_BayesNet_K2(1)_Wweka.classifiers.bayes.BayesNet
weka.BayesNet_K2(3)_Dtrue
weka.BayesNet_K2(3)_Qweka.classifiers.bayes.net.search.local.K2
weka.K2(3)_P1
weka.K2(3)_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
0.7012
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
13.7847
Cross-validation details (10-fold Crossvalidation)
Build CPU time
324.3294
Cross-validation details (10-fold Crossvalidation)
Build memory
1433578043.4535
Cross-validation details (10-fold Crossvalidation)
F measure
0.7901
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1819
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-18681.6175
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.25
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, 1.8.0_20, amd64, Windows 7, 6.1]
Precision
0.7786
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8148
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.653
Cross-validation details (10-fold Crossvalidation)
Recall
0.8148
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8946
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3738
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3779
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.011
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1347.1664
Total cost
5506730
Cross-validation details (10-fold Crossvalidation)