DEVELOPMENT... OpenML
Run
148940

Run 148940

Task 3849 (Supervised Classification) analcatdata_marketing 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
0.5052
Per class
F measure
0.5802
Per class
Kappa
0.002
KB relative information score
-56.6462
Mean absolute error
0.4702
Mean prior absolute error
0.4326
Number of instances
364
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5687
Per class
Predictive accuracy
0.5989
Prior entropy
0.901
Recall
0.5989
Per class
Relative absolute error
1.087
Root mean prior squared error
0.4649
Root mean squared error
0.4861
Root relative squared error
1.0455
SciMark benchmark
938.9865
UserCPU time millis
250
UserCPU time millis testing
10
UserCPU time millis training
240

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