DEVELOPMENT... OpenML
Run
148980

Run 148980

Task 3896 (Supervised Classification) ada_agnostic Uploaded 06-02-2015 by Felicia West
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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

Area under ROC curve
0.8741
Per class
F measure
0.8323
Per class
Kappa
0.5366
KB relative information score
1738.5841
Mean absolute error
0.222
Mean prior absolute error
0.3732
Number of instances
4562
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8312
Per class
Predictive accuracy
0.8387
Prior entropy
0.8085
Recall
0.8387
Per class
Relative absolute error
0.5949
Root mean prior squared error
0.4319
Root mean squared error
0.3406
Root relative squared error
0.7884
SciMark benchmark
923.3111
UserCPU time millis
97680
UserCPU time millis testing
30
UserCPU time millis training
97650