DEVELOPMENT... OpenML
Run
149022

Run 149022

Task 3895 (Supervised Classification) gina_prior 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
0.976
Per class
F measure
0.9276
Per class
Kappa
0.8552
KB relative information score
2531.0194
Mean absolute error
0.1488
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
0.9277
Per class
Predictive accuracy
0.9276
Prior entropy
0.9998
Recall
0.9276
Per class
Relative absolute error
0.2976
Root mean prior squared error
0.4999
Root mean squared error
0.2458
Root relative squared error
0.4916
SciMark benchmark
910.8389
UserCPU time millis
1112400
UserCPU time millis testing
70
UserCPU time millis training
1112330