DEVELOPMENT... OpenML
Run
148896

Run 148896

Task 3804 (Supervised Classification) lowbwt 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
0.859
Per class
F measure
0.793
Per class
Kappa
0.5849
KB relative information score
52.017
Mean absolute error
0.3854
Mean prior absolute error
0.4989
Number of instances
189
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7945
Per class
Predictive accuracy
0.7937
Prior entropy
0.9984
Recall
0.7937
Per class
Relative absolute error
0.7725
Root mean prior squared error
0.4994
Root mean squared error
0.4075
Root relative squared error
0.816
SciMark benchmark
947.9494
UserCPU time millis
230
UserCPU time millis training
230