DEVELOPMENT... OpenML
Run
148526

Run 148526

Task 2079 (Supervised Classification) eucalyptus Uploaded 04-02-2015 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
0.8901
Per class
F measure
0.6207
Per class
Kappa
0.5187
KB relative information score
357.9704
Mean absolute error
0.1967
Mean prior absolute error
0.3132
Number of instances
736
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.621
Per class
Predictive accuracy
0.6277
Prior entropy
2.2629
Recall
0.6277
Per class
Relative absolute error
0.6279
Root mean prior squared error
0.3957
Root mean squared error
0.3087
Root relative squared error
0.7802
SciMark benchmark
932.3943
UserCPU time millis
2020
UserCPU time millis training
2020