DEVELOPMENT... OpenML
Run
148873

Run 148873

Task 3781 (Supervised Classification) fri_c4_250_50 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
0.8765
Per class
F measure
0.7912
Per class
Kappa
0.5792
KB relative information score
68.217
Mean absolute error
0.3833
Mean prior absolute error
0.4968
Number of instances
250
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7921
Per class
Predictive accuracy
0.792
Prior entropy
0.9955
Recall
0.792
Per class
Relative absolute error
0.7716
Root mean prior squared error
0.4984
Root mean squared error
0.4073
Root relative squared error
0.8173
SciMark benchmark
947.9494
UserCPU time millis
540
UserCPU time millis training
540

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