DEVELOPMENT... OpenML
Run
149138

Run 149138

Task 7287 (Supervised Classification) adult Uploaded 07-02-2015 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
0.8881
Per class
Average cost
0.0745
F measure
0.8445
Per class
Kappa
0.5583
KB relative information score
18280.4927
Mean absolute error
0.2202
Mean prior absolute error
0.3641
Number of instances
48842
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.844
Per class
Predictive accuracy
0.8511
Prior entropy
0.7939
Recall
0.8511
Per class
Relative absolute error
0.605
Root mean prior squared error
0.4266
Root mean squared error
0.3268
Root relative squared error
0.7661
SciMark benchmark
929.0255
Total cost
3637.5
UserCPU time millis
396160
UserCPU time millis testing
470
UserCPU time millis training
395690