DEVELOPMENT... OpenML
Run
148995

Run 148995

Task 3911 (Supervised Classification) ar4 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
0.7805
Per class
F measure
0.8144
Per class
Kappa
0.3458
KB relative information score
19.2887
Mean absolute error
0.2296
Mean prior absolute error
0.3076
Number of instances
107
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8109
Per class
Predictive accuracy
0.8318
Prior entropy
0.707
Recall
0.8318
Per class
Relative absolute error
0.7466
Root mean prior squared error
0.3899
Root mean squared error
0.3545
Root relative squared error
0.9093
SciMark benchmark
935.8834
UserCPU time millis
130
UserCPU time millis training
130