DEVELOPMENT... OpenML
Run
149028

Run 149028

Task 3889 (Supervised Classification) sylva_agnostic 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
0.9816
Per class
F measure
0.992
Per class
Kappa
0.9308
KB relative information score
12882.8504
Mean absolute error
0.0105
Mean prior absolute error
0.1156
Number of instances
14395
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.992
Per class
Predictive accuracy
0.992
Prior entropy
0.3338
Recall
0.992
Per class
Relative absolute error
0.0905
Root mean prior squared error
0.2403
Root mean squared error
0.0795
Root relative squared error
0.3306
SciMark benchmark
934.5243
UserCPU time millis
1254100
UserCPU time millis testing
80
UserCPU time millis training
1254020