Run
174082

Run 174082

Task 4653 (Supervised Classification) KDDCup09_upselling Uploaded 21-02-2015 by Jan van Rijn
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Flow

weka.Ridor(3)Weka implementation of Ridor
weka.Ridor(3)_F3
weka.Ridor(3)_S1
weka.Ridor(3)_N2.0

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
0.6761
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.9371
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.4748
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
228694.8355
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.0531
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
0.9413
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.9469
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.3794
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.9469
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.3894
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
0.2305
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.8826
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1384.4418
UserCPU time millis
151730
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
110
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
151620
Cross-validation details (10 times 10-fold Crossvalidation)