DEVELOPMENT... OpenML
Run
148853

Run 148853

Task 3761 (Supervised Classification) hip 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
0.864
Per class
F measure
0.7952
Per class
Kappa
0.5903
KB relative information score
10.3626
Mean absolute error
0.4234
Mean prior absolute error
0.4993
Number of instances
54
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7992
Per class
Predictive accuracy
0.7963
Prior entropy
0.9991
Recall
0.7963
Per class
Relative absolute error
0.848
Root mean prior squared error
0.4997
Root mean squared error
0.4339
Root relative squared error
0.8685
SciMark benchmark
933.8635
UserCPU time millis
40
UserCPU time millis training
40