Run
76435

Run 76435

Task 7293 (Supervised Classification) Click_prediction_small Uploaded 01-12-2014 by Olav Bunte
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Flow

weka.FilteredClassifier_AttributeSelection_BestFirst_CfsSubsetEval_J48(1)Weka implementation of FilteredClassifier
weka.BestFirst(2)_D1
weka.BestFirst(2)_N5
weka.J48(13)_C0.25
weka.J48(13)_M2
weka.FilteredClassifier_AttributeSelection_BestFirst_CfsSubsetEval_J48(1)_Fweka.filters.supervised.attribute.AttributeSelection
weka.FilteredClassifier_AttributeSelection_BestFirst_CfsSubsetEval_J48(1)_Wweka.classifiers.trees.J48
weka.AttributeSelection_BestFirst_CfsSubsetEval(1)_Sweka.attributeSelection.BestFirst
weka.AttributeSelection_BestFirst_CfsSubsetEval(1)_Eweka.attributeSelection.CfsSubsetEval
weka.CfsSubsetEval(3)_P1
weka.CfsSubsetEval(3)_E1

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
0.6328
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
15.7921
Cross-validation details (10-fold Crossvalidation)
Build CPU time
106.1828
Cross-validation details (10-fold Crossvalidation)
Build memory
1317984552.9027
Cross-validation details (10-fold Crossvalidation)
F measure
0.7769
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0886
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-16410.1502
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2639
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
0.8116
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8374
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.653
Cross-validation details (10-fold Crossvalidation)
Recall
0.8374
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9444
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3738
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3638
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9731
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
416.2493
Total cost
6308660
Cross-validation details (10-fold Crossvalidation)