DEVELOPMENT... OpenML
Run
149005

Run 149005

Task 3921 (Supervised Classification) jEdit_4.0_4.2 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
0.811
Per class
F measure
0.7445
Per class
Kappa
0.4886
KB relative information score
78.9152
Mean absolute error
0.3733
Mean prior absolute error
0.4998
Number of instances
274
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7445
Per class
Predictive accuracy
0.7445
Prior entropy
0.9997
Recall
0.7445
Per class
Relative absolute error
0.747
Root mean prior squared error
0.4999
Root mean squared error
0.4228
Root relative squared error
0.8458
SciMark benchmark
935.8834
UserCPU time millis
360
UserCPU time millis training
360