DEVELOPMENT... OpenML
Run
149007

Run 149007

Task 3922 (Supervised Classification) desharnais 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
0.7819
Per class
F measure
0.6522
Per class
Kappa
0.3848
KB relative information score
16.5831
Mean absolute error
0.3292
Mean prior absolute error
0.3804
Number of instances
81
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6443
Per class
Predictive accuracy
0.6667
Prior entropy
1.3765
Recall
0.6667
Per class
Relative absolute error
0.8654
Root mean prior squared error
0.4348
Root mean squared error
0.3927
Root relative squared error
0.9033
SciMark benchmark
935.8834
UserCPU time millis
60
UserCPU time millis training
60

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