Run
66004

Run 66004

Task 7293 (Supervised Classification) Click_prediction_small Uploaded 26-11-2014 by Daan Peters
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Flow

weka.AttributeSelectedClassifier_InfoGainAttributeEval_Ranker_NaiveBayes(1)Weka implementation of AttributeSelectedClassifier
weka.Ranker(1)_T-1.7976931348623157E308
weka.Ranker(1)_N-1
weka.AttributeSelectedClassifier_InfoGainAttributeEval_Ranker_NaiveBayes(1)_Sweka.attributeSelection.Ranker
weka.AttributeSelectedClassifier_InfoGainAttributeEval_Ranker_NaiveBayes(1)_Wweka.classifiers.bayes.NaiveBayes

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
0.6207
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
16.125
Cross-validation details (10-fold Crossvalidation)
Build CPU time
15.7956
Cross-validation details (10-fold Crossvalidation)
Build memory
979595213.2232
Cross-validation details (10-fold Crossvalidation)
F measure
0.7642
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0415
Cross-validation details (10-fold Crossvalidation)
KB relative information score
67875.194
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1987
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
0.7466
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8208
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.653
Cross-validation details (10-fold Crossvalidation)
Recall
0.8208
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7111
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3738
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4055
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0848
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1081.2226
Total cost
6441630
Cross-validation details (10-fold Crossvalidation)