Run
262116

Run 262116

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

weka.ConjunctiveRule(3)Weka implementation of ConjunctiveRule
weka.ConjunctiveRule(3)_N3
weka.ConjunctiveRule(3)_M2.0
weka.ConjunctiveRule(3)_P-1
weka.ConjunctiveRule(3)_S1

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
0.7011
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.9421
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.525
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
157380.0203
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.094
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
0.9444
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.9497
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.3794
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.9497
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.689
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
0.2168
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.83
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1301.7387
UserCPU time millis
41400
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
40
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
41360
Cross-validation details (10 times 10-fold Crossvalidation)