DEVELOPMENT... OpenML
Run
148499

Run 148499

Task 202 (Supervised Classification) BNG(glass,nominal,137781) 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
0.8741
Per class
F measure
0.6728
Per class
Kappa
0.575
KB relative information score
72229.4126
Mean absolute error
0.1234
Mean prior absolute error
0.2115
Number of instances
137781
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6765
Per class
Predictive accuracy
0.6935
Prior entropy
2.2061
Recall
0.6935
Per class
Relative absolute error
0.5832
Root mean prior squared error
0.3252
Root mean squared error
0.2502
Root relative squared error
0.7692
SciMark benchmark
929.566
UserCPU time millis
269880
UserCPU time millis testing
230
UserCPU time millis training
269650