DEVELOPMENT... OpenML
Run
148845

Run 148845

Task 3753 (Supervised Classification) cloud 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
0.8092
Per class
F measure
0.8402
Per class
Kappa
0.612
KB relative information score
-6.2028
Mean absolute error
0.4225
Mean prior absolute error
0.4185
Number of instances
108
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8394
Per class
Predictive accuracy
0.8426
Prior entropy
0.8813
Recall
0.8426
Per class
Relative absolute error
1.0095
Root mean prior squared error
0.4566
Root mean squared error
0.4315
Root relative squared error
0.945
SciMark benchmark
933.8635
UserCPU time millis
90
UserCPU time millis training
90