DEVELOPMENT... OpenML
Run
148633

Run 148633

Task 3518 (Supervised Classification) tr45.wc 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
0.9853
Per class
F measure
0.8934
Per class
Kappa
0.8815
KB relative information score
547.8562
Mean absolute error
0.0533
Mean prior absolute error
0.172
Number of instances
690
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8944
Per class
Predictive accuracy
0.8986
Prior entropy
3.0415
Recall
0.8986
Per class
Relative absolute error
0.31
Root mean prior squared error
0.2932
Root mean squared error
0.1401
Root relative squared error
0.4777
SciMark benchmark
933.8635
UserCPU time millis
5167730
UserCPU time millis testing
340
UserCPU time millis training
5167390