DEVELOPMENT... OpenML
Run
148731

Run 148731

Task 3638 (Supervised Classification) quake 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
0.5064
Per class
F measure
0.3963
Per class
KB relative information score
-27.3241
Mean absolute error
0.4979
Mean prior absolute error
0.4939
Number of instances
2178
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.3081
Per class
Predictive accuracy
0.5551
Prior entropy
0.9912
Recall
0.5551
Per class
Relative absolute error
1.0081
Root mean prior squared error
0.497
Root mean squared error
0.4983
Root relative squared error
1.0027
SciMark benchmark
947.9494
UserCPU time millis
560
UserCPU time millis training
560

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