DEVELOPMENT... OpenML
Run
148989

Run 148989

Task 3905 (Supervised Classification) mc2 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
0.6851
Per class
F measure
0.6738
Per class
Kappa
0.2306
KB relative information score
19.4937
Mean absolute error
0.3774
Mean prior absolute error
0.4381
Number of instances
161
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6734
Per class
Predictive accuracy
0.6957
Prior entropy
0.9099
Recall
0.6957
Per class
Relative absolute error
0.8614
Root mean prior squared error
0.4676
Root mean squared error
0.4555
Root relative squared error
0.9742
SciMark benchmark
935.8834
UserCPU time millis
920
UserCPU time millis training
920