Run
85909

Run 85909

Task 7293 (Supervised Classification) Click_prediction_small Uploaded 02-12-2014 by Stephan Oostveen
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Flow

weka.Bagging_REPTree(3)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_REPTree(3)_I40
weka.Bagging_REPTree(3)_P100
weka.Bagging_REPTree(3)_S1
weka.Bagging_REPTree(3)_Wweka.classifiers.trees.REPTree
weka.Bagging_REPTree(3)_num-slots8
weka.REPTree(5)_I0.0
weka.REPTree(5)_L-1
weka.REPTree(5)_M3
weka.REPTree(5)_N2
weka.REPTree(5)_S1
weka.REPTree(5)_V0.001

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
0.7248
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
15.4021
Cross-validation details (10-fold Crossvalidation)
Build CPU time
112.5535
Cross-validation details (10-fold Crossvalidation)
Build memory
2515953420.438
Cross-validation details (10-fold Crossvalidation)
F measure
0.7841
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1201
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2319.72
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2489
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
0.8136
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8394
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.653
Cross-validation details (10-fold Crossvalidation)
Recall
0.8394
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8908
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3738
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3524
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9428
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
600.7502
Total cost
6152880
Cross-validation details (10-fold Crossvalidation)