Run
88937

Run 88937

Task 7293 (Supervised Classification) Click_prediction_small Uploaded 04-12-2014 by Edgar Salas
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Flow

weka.Bagging_REPTree(3)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_REPTree(3)_I10
weka.Bagging_REPTree(3)_P80
weka.Bagging_REPTree(3)_S1
weka.Bagging_REPTree(3)_Wweka.classifiers.trees.REPTree
weka.Bagging_REPTree(3)_num-slots4
weka.REPTree(5)_I0.0
weka.REPTree(5)_L-1
weka.REPTree(5)_M2
weka.REPTree(5)_N10
weka.REPTree(5)_S1
weka.REPTree(5)_V1.0E-4

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
0.7058
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
14.979
Cross-validation details (10-fold Crossvalidation)
Build CPU time
70.7723
Cross-validation details (10-fold Crossvalidation)
Build memory
1809632647.755
Cross-validation details (10-fold Crossvalidation)
F measure
0.7893
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1456
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-6000.5341
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2463
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
0.8009
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8372
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.653
Cross-validation details (10-fold Crossvalidation)
Recall
0.8372
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8814
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3738
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3569
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9548
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1675.1488
Total cost
5983850
Cross-validation details (10-fold Crossvalidation)