DEVELOPMENT... OpenML
Run
148667

Run 148667

Task 3574 (Supervised Classification) rmftsa_sleepdata 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
0.7324
Per class
F measure
0.494
Per class
Kappa
0.2999
KB relative information score
215.3081
Mean absolute error
0.3066
Mean prior absolute error
0.3514
Number of instances
1024
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.4883
Per class
Predictive accuracy
0.5293
Prior entropy
1.8507
Recall
0.5293
Per class
Relative absolute error
0.8724
Root mean prior squared error
0.4191
Root mean squared error
0.3892
Root relative squared error
0.9286
SciMark benchmark
943.2817
UserCPU time millis
2050
UserCPU time millis training
2050