DEVELOPMENT... OpenML
Run
148629

Run 148629

Task 3522 (Supervised Classification) tr11.wc 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
0.9752
Per class
F measure
0.8393
Per class
Kappa
0.8091
KB relative information score
315.718
Mean absolute error
0.0576
Mean prior absolute error
0.1808
Number of instances
414
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8447
Per class
Predictive accuracy
0.8478
Prior entropy
2.7236
Recall
0.8478
Per class
Relative absolute error
0.3188
Root mean prior squared error
0.3004
Root mean squared error
0.1608
Root relative squared error
0.5352
SciMark benchmark
923.7642
UserCPU time millis
1318260
UserCPU time millis testing
120
UserCPU time millis training
1318140

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