DEVELOPMENT... OpenML
Run
149025

Run 149025

Task 3891 (Supervised Classification) gina_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
0.9724
Per class
F measure
0.917
Per class
Kappa
0.8339
KB relative information score
2428.0314
Mean absolute error
0.1643
Mean prior absolute error
0.4999
Number of instances
3468
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.917
Per class
Predictive accuracy
0.917
Prior entropy
0.9998
Recall
0.917
Per class
Relative absolute error
0.3287
Root mean prior squared error
0.4999
Root mean squared error
0.2591
Root relative squared error
0.5184
SciMark benchmark
938.9865
UserCPU time millis
1170440
UserCPU time millis testing
120
UserCPU time millis training
1170320