Run
84079

Run 84079

Task 7293 (Supervised Classification) Click_prediction_small Uploaded 02-12-2014 by Olav Bunte
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Flow

weka.Bagging_J48(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_J48(2)_I10
weka.Bagging_J48(2)_P50
weka.Bagging_J48(2)_S1
weka.Bagging_J48(2)_Wweka.classifiers.trees.J48
weka.Bagging_J48(2)_num-slots1
weka.J48(3)_C0.25
weka.J48(3)_M2

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
0.7032
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
15.5796
Cross-validation details (10-fold Crossvalidation)
Build CPU time
834.6265
Cross-validation details (10-fold Crossvalidation)
Build memory
1118170773.6839
Cross-validation details (10-fold Crossvalidation)
F measure
0.7803
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1041
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-37.0433
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2525
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
0.8056
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8373
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.653
Cross-validation details (10-fold Crossvalidation)
Recall
0.8373
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9034
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3738
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3563
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9532
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
420.1875
Total cost
6223760
Cross-validation details (10-fold Crossvalidation)