DEVELOPMENT... OpenML
Run
148839

Run 148839

Task 3747 (Supervised Classification) fri_c0_500_5 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
0.902
Per class
F measure
0.8199
Per class
Kappa
0.6399
KB relative information score
115.2613
Mean absolute error
0.4078
Mean prior absolute error
0.5
Number of instances
500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8203
Per class
Predictive accuracy
0.82
Prior entropy
1
Recall
0.82
Per class
Relative absolute error
0.8155
Root mean prior squared error
0.5
Root mean squared error
0.4188
Root relative squared error
0.8376
SciMark benchmark
933.8635
UserCPU time millis
440
UserCPU time millis training
440