DEVELOPMENT... OpenML
Run
148663

Run 148663

Task 3569 (Supervised Classification) prnn_viruses 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
0.9986
Per class
F measure
0.9839
Per class
Kappa
0.9694
KB relative information score
42.728
Mean absolute error
0.1036
Mean prior absolute error
0.2735
Number of instances
61
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
0.9836
Prior entropy
1.5019
Recall
0.9836
Per class
Relative absolute error
0.3787
Root mean prior squared error
0.3656
Root mean squared error
0.1595
Root relative squared error
0.4362
SciMark benchmark
933.8635
UserCPU time millis
30
UserCPU time millis training
30