DEVELOPMENT... OpenML
Run
148923

Run 148923

Task 3831 (Supervised Classification) analcatdata_birthday 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
0.913
Per class
F measure
0.8412
Per class
Kappa
0.2858
KB relative information score
-519.336
Mean absolute error
0.3868
Mean prior absolute error
0.2496
Number of instances
365
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8409
Per class
Predictive accuracy
0.8658
Prior entropy
0.6026
Recall
0.8658
Per class
Relative absolute error
1.5497
Root mean prior squared error
0.3523
Root mean squared error
0.3944
Root relative squared error
1.1194
SciMark benchmark
947.9494
UserCPU time millis
90
UserCPU time millis training
90