DEVELOPMENT... OpenML
Run
148468

Run 148468

Task 36 (Supervised Classification) segment Uploaded 03-02-2015 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
0.9992
Per class
F measure
0.9801
Per class
Kappa
0.9768
KB relative information score
2222.697
Mean absolute error
0.0149
Mean prior absolute error
0.2449
Number of instances
2310
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9801
Per class
Predictive accuracy
0.9801
Prior entropy
2.8074
Recall
0.9801
Per class
Relative absolute error
0.0607
Root mean prior squared error
0.3499
Root mean squared error
0.0715
Root relative squared error
0.2044
SciMark benchmark
929.566
UserCPU time millis
9480
UserCPU time millis testing
50
UserCPU time millis training
9430