DEVELOPMENT... OpenML
Run
148510

Run 148510

Task 2067 (Supervised Classification) solar-flare Uploaded 04-02-2015 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
0.4977
Per class
F measure
0.9661
Per class
Kappa
-0.0054
KB relative information score
-6179.3429
Mean absolute error
0.2644
Mean prior absolute error
0.0452
Number of instances
323
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9571
Per class
Predictive accuracy
0.9752
Prior entropy
0.1666
Recall
0.9752
Per class
Relative absolute error
5.8462
Root mean prior squared error
0.1456
Root mean squared error
0.2797
Root relative squared error
1.9204
SciMark benchmark
929.566
UserCPU time millis
110
UserCPU time millis training
110