DEVELOPMENT... OpenML
Run
148780

Run 148780

Task 3618 (Supervised Classification) puma32H 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
0.931
Per class
F measure
0.8642
Per class
Kappa
0.7285
KB relative information score
4527.7168
Mean absolute error
0.2425
Mean prior absolute error
0.5
Number of instances
8192
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8643
Per class
Predictive accuracy
0.8643
Prior entropy
1
Recall
0.8643
Per class
Relative absolute error
0.485
Root mean prior squared error
0.5
Root mean squared error
0.3247
Root relative squared error
0.6494
SciMark benchmark
918.4924
UserCPU time millis
278000
UserCPU time millis testing
190
UserCPU time millis training
277810

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