DEVELOPMENT... OpenML
Run
161672

Run 161672

Task 3505 (Supervised Classification) codrna Uploaded 16-02-2015 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
0.9912
Per class
F measure
0.9725
Per class
Kappa
0.9383
KB relative information score
443525.3126
Mean absolute error
0.0429
Mean prior absolute error
0.4444
Number of instances
488565
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9727
Per class
Predictive accuracy
0.9725
Prior entropy
0.9183
Recall
0.9725
Per class
Relative absolute error
0.0965
Root mean prior squared error
0.4714
Root mean squared error
0.1509
Root relative squared error
0.3201
SciMark benchmark
922.9039
UserCPU time millis
51892180
UserCPU time millis testing
1720
UserCPU time millis training
51890460