Run
264041

Run 264041

Task 4653 (Supervised Classification) KDDCup09_upselling Uploaded 05-03-2015 by Joaquin Vanschoren
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Flow

weka.InputMappedClassifier_ZeroR(1)Weka implementation of InputMappedClassifier
weka.InputMappedClassifier_ZeroR(1)_Itrue
weka.InputMappedClassifier_ZeroR(1)_trimtrue
weka.InputMappedClassifier_ZeroR(1)_Wweka.classifiers.rules.ZeroR

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
0.4998
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.8909
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
-99.0886
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.1365
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
0.8581
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.9264
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.3794
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.9264
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
1
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
0.2612
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
1
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1345.7204
UserCPU time millis
18090
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
18070
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
20
Cross-validation details (10 times 10-fold Crossvalidation)