DEVELOPMENT... OpenML
Run
148773

Run 148773

Task 3680 (Supervised Classification) chscase_vine1 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
0.9301
Per class
F measure
0.8464
Per class
Kappa
0.6923
KB relative information score
21.6344
Mean absolute error
0.3165
Mean prior absolute error
0.4972
Number of instances
52
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8491
Per class
Predictive accuracy
0.8462
Prior entropy
0.996
Recall
0.8462
Per class
Relative absolute error
0.6367
Root mean prior squared error
0.4985
Root mean squared error
0.3549
Root relative squared error
0.7119
SciMark benchmark
947.9494
UserCPU time millis
30
UserCPU time millis training
30

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