DEVELOPMENT... OpenML
Run
148701

Run 148701

Task 3608 (Supervised Classification) fri_c4_500_100 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
0.8772
Per class
F measure
0.8105
Per class
Kappa
0.6128
KB relative information score
156.0932
Mean absolute error
0.3594
Mean prior absolute error
0.4913
Number of instances
500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8122
Per class
Predictive accuracy
0.812
Prior entropy
0.9875
Recall
0.812
Per class
Relative absolute error
0.7315
Root mean prior squared error
0.4956
Root mean squared error
0.3941
Root relative squared error
0.7951
SciMark benchmark
918.4924
UserCPU time millis
2950
UserCPU time millis training
2950