DEVELOPMENT... OpenML
Run
148925

Run 148925

Task 3833 (Supervised Classification) analcatdata_authorship 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
0.9988
Per class
F measure
0.9857
Per class
Kappa
0.9694
KB relative information score
694.5196
Mean absolute error
0.0988
Mean prior absolute error
0.4698
Number of instances
841
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9859
Per class
Predictive accuracy
0.9857
Prior entropy
0.9561
Recall
0.9857
Per class
Relative absolute error
0.2104
Root mean prior squared error
0.4846
Root mean squared error
0.1566
Root relative squared error
0.3232
SciMark benchmark
947.9494
UserCPU time millis
3630
UserCPU time millis testing
10
UserCPU time millis training
3620