Run
149138

Run 149138

Task 7287 (Supervised Classification) adult Uploaded 07-02-2015 by Joaquin Vanschoren
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Flow

weka.Decorate(1)P. Melville, R. J. Mooney: Constructing Diverse Classifier Ensembles Using Artificial Training Examples. In: Eighteenth International Joint Conference on Artificial Intelligence, 505-510, 2003. P. Melville, R. J. Mooney (2004). Creating Diversity in Ensembles Using Artificial Data. Information Fusion: Special Issue on Diversity in Multiclassifier Systems..
weka.Decorate(1)_E15
weka.Decorate(1)_R1.0
weka.Decorate(1)_S1
weka.Decorate(1)_I50

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

0.8881
Per class
Cross-validation details (10-fold Crossvalidation)
0.0745
Cross-validation details (10-fold Crossvalidation)
0.8445
Per class
Cross-validation details (10-fold Crossvalidation)
0.5583
Cross-validation details (10-fold Crossvalidation)
18280.4927
Cross-validation details (10-fold Crossvalidation)
0.2202
Cross-validation details (10-fold Crossvalidation)
0.3641
Cross-validation details (10-fold Crossvalidation)
48842
Per class
Cross-validation details (10-fold Crossvalidation)
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
0.844
Per class
Cross-validation details (10-fold Crossvalidation)
0.8511
Cross-validation details (10-fold Crossvalidation)
0.7939
Cross-validation details (10-fold Crossvalidation)
0.8511
Per class
Cross-validation details (10-fold Crossvalidation)
0.605
Cross-validation details (10-fold Crossvalidation)
0.4266
Cross-validation details (10-fold Crossvalidation)
0.3268
Cross-validation details (10-fold Crossvalidation)
0.7661
Cross-validation details (10-fold Crossvalidation)
929.0255
3637.5
Cross-validation details (10-fold Crossvalidation)
396160
Cross-validation details (10-fold Crossvalidation)
470
Cross-validation details (10-fold Crossvalidation)
395690
Cross-validation details (10-fold Crossvalidation)