DEVELOPMENT... OpenML
Run
148693

Run 148693

Task 3481 (Supervised Classification) isolet 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
0.9938
Per class
F measure
0.8996
Per class
Kappa
0.8956
KB relative information score
6956.4645
Mean absolute error
0.016
Mean prior absolute error
0.074
Number of instances
7797
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8998
Per class
Predictive accuracy
0.8996
Prior entropy
4.7004
Recall
0.8996
Per class
Relative absolute error
0.2159
Root mean prior squared error
0.1923
Root mean squared error
0.08
Root relative squared error
0.4163
SciMark benchmark
918.4924
UserCPU time millis
10081220
UserCPU time millis testing
1450
UserCPU time millis training
10079770

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