DEVELOPMENT... OpenML
Run
148863

Run 148863

Task 3771 (Supervised Classification) chscase_census3 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
0.492
Per class
F measure
0.3558
Per class
KB relative information score
-0.6587
Mean absolute error
0.4998
Mean prior absolute error
0.4992
Number of instances
400
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.2704
Per class
Predictive accuracy
0.52
Prior entropy
0.9989
Recall
0.52
Per class
Relative absolute error
1.0011
Root mean prior squared error
0.4996
Root mean squared error
0.4998
Root relative squared error
1.0004
SciMark benchmark
947.9494
UserCPU time millis
40
UserCPU time millis training
40