DEVELOPMENT... OpenML
Run
148928

Run 148928

Task 3836 (Supervised Classification) wine 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
0.9975
Per class
F measure
0.966
Per class
Kappa
0.9287
KB relative information score
118.1679
Mean absolute error
0.1914
Mean prior absolute error
0.4798
Number of instances
178
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9681
Per class
Predictive accuracy
0.9663
Prior entropy
0.971
Recall
0.9663
Per class
Relative absolute error
0.3989
Root mean prior squared error
0.4897
Root mean squared error
0.2274
Root relative squared error
0.4645
SciMark benchmark
947.9494
UserCPU time millis
110
UserCPU time millis training
110