Run
566562

Run 566562

Task 3948 (Supervised Classification) KDDCup09_upselling Uploaded 23-04-2016 by Jan van Rijn
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Flow

weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_Logistic(3)Weka implementation of AttributeSelectedClassifier
weka.Logistic(6)_R1.0E-8
weka.Logistic(6)_M-1
weka.CfsSubsetEval(5)_P1
weka.CfsSubsetEval(5)_E1
weka.BestFirst(4)_D1
weka.BestFirst(4)_N5
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_Logistic(3)_Eweka.attributeSelection.CfsSubsetEval
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_Logistic(3)_Sweka.attributeSelection.BestFirst
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_Logistic(3)_Wweka.classifiers.functions.Logistic

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
0.5246
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8884
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0637
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-15950.9891
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1155
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1364
Cross-validation details (10-fold Crossvalidation)
Number of instances
50000
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_77, amd64, Linux, 3.10.0-327.13.1.el7.x86_64]
Precision
0.8742
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9066
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3794
Cross-validation details (10-fold Crossvalidation)
Recall
0.9066
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8463
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2612
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.294
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1256
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
863.59
UserCPU time millis
31196870
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
18320
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
31178550
Cross-validation details (10-fold Crossvalidation)