DEVELOPMENT... OpenML
Run
148846

Run 148846

Task 3754 (Supervised Classification) sleuth_case1202 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
0.8475
Per class
F measure
0.8298
Per class
Kappa
0.6482
KB relative information score
23.2363
Mean absolute error
0.3744
Mean prior absolute error
0.475
Number of instances
93
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8385
Per class
Predictive accuracy
0.828
Prior entropy
0.9645
Recall
0.828
Per class
Relative absolute error
0.7882
Root mean prior squared error
0.4871
Root mean squared error
0.4087
Root relative squared error
0.8391
SciMark benchmark
933.8635
UserCPU time millis
40
UserCPU time millis training
40