Run
566399

Run 566399

Task 3948 (Supervised Classification) KDDCup09_upselling Uploaded 20-04-2016 by Jan van Rijn
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Flow

weka.AttributeSelectedClassifier_GainRatioAttributeEval_Ranker_NaiveBayes(1 )Weka implementation of AttributeSelectedClassifier
weka.Ranker(3)_T-1.7976931348623157E308
weka.Ranker(3)_N-1
weka.AttributeSelectedClassifier_GainRatioAttributeEval_Ranker_NaiveBayes(1)_Sweka.attributeSelection.Ranker
weka.AttributeSelectedClassifier_GainRatioAttributeEval_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.

22 Evaluation measures

Area under ROC curve
0.6719
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7207
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0892
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-158138.8414
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3687
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
0.8941
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6333
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3794
Cross-validation details (10-fold Crossvalidation)
Recall
0.6333
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
2.7021
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2612
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5563
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
2.1299
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1418.1547
UserCPU time millis
3960
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
1460
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
2500
Cross-validation details (10-fold Crossvalidation)