DEVELOPMENT... OpenML
Run
148761

Run 148761

Task 3668 (Supervised Classification) delta_ailerons 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
0.9627
Per class
F measure
0.9374
Per class
Kappa
0.8742
KB relative information score
5506.9931
Mean absolute error
0.127
Mean prior absolute error
0.4981
Number of instances
7129
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9375
Per class
Predictive accuracy
0.9374
Prior entropy
0.9973
Recall
0.9374
Per class
Relative absolute error
0.255
Root mean prior squared error
0.4991
Root mean squared error
0.2358
Root relative squared error
0.4724
SciMark benchmark
947.9494
UserCPU time millis
27200
UserCPU time millis testing
10
UserCPU time millis training
27190