DEVELOPMENT... OpenML
Run
148698

Run 148698

Task 3605 (Supervised Classification) sleep 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
0.6907
Per class
F measure
0.6723
Per class
Kappa
0.3439
KB relative information score
5.5567
Mean absolute error
0.4639
Mean prior absolute error
0.498
Number of instances
62
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6802
Per class
Predictive accuracy
0.6774
Prior entropy
0.9972
Recall
0.6774
Per class
Relative absolute error
0.9315
Root mean prior squared error
0.499
Root mean squared error
0.4773
Root relative squared error
0.9565
SciMark benchmark
918.4924
UserCPU time millis
20
UserCPU time millis training
20