DEVELOPMENT... OpenML
Run
148496

Run 148496

Task 6 (Supervised Classification) letter Uploaded 03-02-2015 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
0.9957
Per class
F measure
0.9267
Per class
Kappa
0.9237
KB relative information score
18192.0285
Mean absolute error
0.0134
Mean prior absolute error
0.074
Number of instances
20000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9271
Per class
Predictive accuracy
0.9267
Prior entropy
4.6998
Recall
0.9267
Per class
Relative absolute error
0.1809
Root mean prior squared error
0.1923
Root mean squared error
0.0705
Root relative squared error
0.3668
SciMark benchmark
917.7039
UserCPU time millis
1147160
UserCPU time millis testing
2770
UserCPU time millis training
1144390

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