Run
340202

Run 340202

Task 4653 (Supervised Classification) KDDCup09_upselling Uploaded 27-03-2015 by Joaquin Vanschoren
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Flow

weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_J48(3)Weka implementation of AttributeSelectedClassifier
weka.J48(28)_C0.25
weka.J48(28)_M2
weka.BestFirst(3)_D1
weka.BestFirst(3)_N5
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_J48(3)_Eweka.attributeSelection.CfsSubsetEval
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_J48(3)_Sweka.attributeSelection.BestFirst
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_J48(3)_Wweka.classifiers.trees.J48
weka.CfsSubsetEval(4)_P1
weka.CfsSubsetEval(4)_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.

22 Evaluation measures

Area under ROC curve
0.5093
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.8923
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.0144
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
1486.3338
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.1358
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.1364
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
500000
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9154
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.9268
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.3794
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.9268
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.9953
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.2612
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.2604
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.9971
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1342.2845
UserCPU time millis
48090
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
70
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
48020
Cross-validation details (10 times 10-fold Crossvalidation)