DEVELOPMENT... OpenML
Run
148521

Run 148521

Task 2074 (Supervised Classification) satimage 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
0.989
Per class
F measure
0.9059
Per class
Kappa
0.8862
KB relative information score
5451.3196
Mean absolute error
0.0572
Mean prior absolute error
0.2701
Number of instances
6430
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9055
Per class
Predictive accuracy
0.9081
Prior entropy
2.4836
Recall
0.9081
Per class
Relative absolute error
0.2119
Root mean prior squared error
0.3675
Root mean squared error
0.156
Root relative squared error
0.4244
SciMark benchmark
932.3943
UserCPU time millis
76870
UserCPU time millis testing
140
UserCPU time millis training
76730