DEVELOPMENT... OpenML
Run
148687

Run 148687

Task 3594 (Supervised Classification) analcatdata_supreme 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
0.9962
Per class
F measure
0.9923
Per class
Kappa
0.9789
KB relative information score
3590.2775
Mean absolute error
0.0539
Mean prior absolute error
0.3645
Number of instances
4052
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9924
Per class
Predictive accuracy
0.9923
Prior entropy
0.7946
Recall
0.9923
Per class
Relative absolute error
0.148
Root mean prior squared error
0.4269
Root mean squared error
0.0936
Root relative squared error
0.2192
SciMark benchmark
943.2817
UserCPU time millis
1390
UserCPU time millis testing
20
UserCPU time millis training
1370

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