DEVELOPMENT... OpenML
Run
148816

Run 148816

Task 3724 (Supervised Classification) vinnie 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
0.9092
Per class
F measure
0.8342
Per class
Kappa
0.6682
KB relative information score
144.8401
Mean absolute error
0.3363
Mean prior absolute error
0.4997
Number of instances
380
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8342
Per class
Predictive accuracy
0.8342
Prior entropy
0.9995
Recall
0.8342
Per class
Relative absolute error
0.6731
Root mean prior squared error
0.4998
Root mean squared error
0.3701
Root relative squared error
0.7405
SciMark benchmark
918.4924
UserCPU time millis
60
UserCPU time millis training
60