DEVELOPMENT... OpenML
Run
148818

Run 148818

Task 3726 (Supervised Classification) sleuth_ex2016 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
0.7794
Per class
F measure
0.7008
Per class
Kappa
0.4006
KB relative information score
20.4583
Mean absolute error
0.3959
Mean prior absolute error
0.4994
Number of instances
87
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7011
Per class
Predictive accuracy
0.7011
Prior entropy
0.9992
Recall
0.7011
Per class
Relative absolute error
0.7928
Root mean prior squared error
0.4997
Root mean squared error
0.4375
Root relative squared error
0.8754
SciMark benchmark
918.4924
UserCPU time millis
50
UserCPU time millis training
50