DEVELOPMENT... OpenML
Run
148690

Run 148690

Task 3597 (Supervised Classification) baskball 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
0.7254
Per class
F measure
0.6978
Per class
Kappa
0.3964
KB relative information score
6.4754
Mean absolute error
0.4747
Mean prior absolute error
0.4998
Number of instances
96
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6991
Per class
Predictive accuracy
0.6979
Prior entropy
0.9997
Recall
0.6979
Per class
Relative absolute error
0.9499
Root mean prior squared error
0.4999
Root mean squared error
0.4784
Root relative squared error
0.9569
SciMark benchmark
943.2817
UserCPU time millis
20
UserCPU time millis training
20