DEVELOPMENT... OpenML
Run
148806

Run 148806

Task 3714 (Supervised Classification) fri_c0_1000_25 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
0.8988
Per class
F measure
0.826
Per class
Kappa
0.652
KB relative information score
267.185
Mean absolute error
0.3901
Mean prior absolute error
0.5
Number of instances
1000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.826
Per class
Predictive accuracy
0.826
Prior entropy
1
Recall
0.826
Per class
Relative absolute error
0.7803
Root mean prior squared error
0.5
Root mean squared error
0.4076
Root relative squared error
0.8153
SciMark benchmark
918.4924
UserCPU time millis
2680
UserCPU time millis testing
10
UserCPU time millis training
2670