DEVELOPMENT... OpenML
Run
148970

Run 148970

Task 3840 (Supervised Classification) letter 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
0.9963
Per class
F measure
0.9958
Per class
Kappa
0.9451
KB relative information score
12642.8741
Mean absolute error
0.0158
Mean prior absolute error
0.078
Number of instances
20000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9958
Per class
Predictive accuracy
0.9959
Prior entropy
0.2455
Recall
0.9959
Per class
Relative absolute error
0.2021
Root mean prior squared error
0.1975
Root mean squared error
0.0624
Root relative squared error
0.3161
SciMark benchmark
947.9494
UserCPU time millis
242840
UserCPU time millis testing
70
UserCPU time millis training
242770