Run
83988

Run 83988

Task 7293 (Supervised Classification) Click_prediction_small Uploaded 02-12-2014 by Koen Engelen
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Flow

weka.AttributeSelectedClassifier_WrapperSubsetEval_ZeroR_GreedyStepwise_Bag ging_NaiveBayes(1)Weka implementation of AttributeSelectedClassifier
weka.Bagging_NaiveBayes(2)_I10
weka.Bagging_NaiveBayes(2)_P100
weka.Bagging_NaiveBayes(2)_S1
weka.Bagging_NaiveBayes(2)_Wweka.classifiers.bayes.NaiveBayes
weka.Bagging_NaiveBayes(2)_num-slots1
weka.Bagging_NaiveBayes(2)_output-debug-infotrue
weka.WrapperSubsetEval_ZeroR(1)_Bweka.classifiers.rules.ZeroR
weka.WrapperSubsetEval_ZeroR(1)_F5
weka.WrapperSubsetEval_ZeroR(1)_R1
weka.WrapperSubsetEval_ZeroR(1)_T0.01
weka.WrapperSubsetEval_ZeroR(1)_Eacc
weka.AttributeSelectedClassifier_WrapperSubsetEval_ZeroR_GreedyStepwise_Bagging_NaiveBayes(1)_Eweka.attributeSelection.WrapperSubsetEval
weka.AttributeSelectedClassifier_WrapperSubsetEval_ZeroR_GreedyStepwise_Bagging_NaiveBayes(1)_Sweka.attributeSelection.GreedyStepwise
weka.AttributeSelectedClassifier_WrapperSubsetEval_ZeroR_GreedyStepwise_Bagging_NaiveBayes(1)_Wweka.classifiers.meta.Bagging
weka.GreedyStepwise(1)_T-1.7976931348623157E308
weka.GreedyStepwise(1)_N-1

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
0.5
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
16.794
Cross-validation details (10-fold Crossvalidation)
Build CPU time
41.0607
Cross-validation details (10-fold Crossvalidation)
Build memory
786414700.7516
Cross-validation details (10-fold Crossvalidation)
F measure
0.7558
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
499.2244
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.279
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_25, amd64, Windows 8.1, 6.3]
Precision
0.6923
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8321
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.653
Cross-validation details (10-fold Crossvalidation)
Recall
0.8321
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9983
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3738
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3738
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1214.8437
Total cost
6708900
Cross-validation details (10-fold Crossvalidation)