DEVELOPMENT... OpenML
Run
148520

Run 148520

Task 2073 (Supervised Classification) yeast Uploaded 04-02-2015 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
0.7906
Per class
F measure
0.5542
Per class
Kappa
0.4307
KB relative information score
697.9989
Mean absolute error
0.1008
Mean prior absolute error
0.1555
Number of instances
1484
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5502
Per class
Predictive accuracy
0.56
Prior entropy
2.5035
Recall
0.56
Per class
Relative absolute error
0.6483
Root mean prior squared error
0.2787
Root mean squared error
0.2482
Root relative squared error
0.8907
SciMark benchmark
932.3943
UserCPU time millis
10450
UserCPU time millis testing
30
UserCPU time millis training
10420