DEVELOPMENT... OpenML
Run
148473

Run 148473

Task 41 (Supervised Classification) soybean Uploaded 03-02-2015 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
0.9935
Per class
F measure
0.944
Per class
Kappa
0.939
KB relative information score
616.7144
Mean absolute error
0.0166
Mean prior absolute error
0.0961
Number of instances
683
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.945
Per class
Predictive accuracy
0.9444
Prior entropy
3.8572
Recall
0.9444
Per class
Relative absolute error
0.1731
Root mean prior squared error
0.2191
Root mean squared error
0.077
Root relative squared error
0.3514
SciMark benchmark
929.566
UserCPU time millis
1310
UserCPU time millis testing
70
UserCPU time millis training
1240