DEVELOPMENT... OpenML
Run
148565

Run 148565

Task 3503 (Supervised Classification) aids Uploaded 05-02-2015 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
0.3904
Per class
F measure
0.4792
Per class
Kappa
-0.04
KB relative information score
-1.5465
Mean absolute error
0.5124
Mean prior absolute error
0.5
Number of instances
50
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.4799
Per class
Predictive accuracy
0.48
Prior entropy
1
Recall
0.48
Per class
Relative absolute error
1.0248
Root mean prior squared error
0.5
Root mean squared error
0.5176
Root relative squared error
1.0351
SciMark benchmark
934.5243
UserCPU time millis
50
UserCPU time millis training
50