DEVELOPMENT... OpenML
Run
148978

Run 148978

Task 3890 (Supervised Classification) ada_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
0.8518
Per class
F measure
0.8348
Per class
Kappa
0.5418
KB relative information score
1614.9787
Mean absolute error
0.2405
Mean prior absolute error
0.3732
Number of instances
4562
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8347
Per class
Predictive accuracy
0.8422
Prior entropy
0.8085
Recall
0.8422
Per class
Relative absolute error
0.6444
Root mean prior squared error
0.4319
Root mean squared error
0.3497
Root relative squared error
0.8097
SciMark benchmark
947.9494
UserCPU time millis
15290
UserCPU time millis testing
10
UserCPU time millis training
15280