DEVELOPMENT... OpenML
Run
148627

Run 148627

Task 3523 (Supervised Classification) tr23.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
0.9962
Per class
F measure
0.9357
Per class
Kappa
0.9098
KB relative information score
166.5739
Mean absolute error
0.0584
Mean prior absolute error
0.2385
Number of instances
204
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9393
Per class
Predictive accuracy
0.9363
Prior entropy
2.1253
Recall
0.9363
Per class
Relative absolute error
0.2449
Root mean prior squared error
0.3445
Root mean squared error
0.1428
Root relative squared error
0.4146
SciMark benchmark
940.2922
UserCPU time millis
318350
UserCPU time millis testing
30
UserCPU time millis training
318320