DEVELOPMENT... OpenML
Run
148768

Run 148768

Task 3675 (Supervised Classification) pbc 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
0.7225
Per class
F measure
0.6564
Per class
Kappa
0.3107
KB relative information score
62.4201
Mean absolute error
0.4306
Mean prior absolute error
0.495
Number of instances
418
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6602
Per class
Predictive accuracy
0.6555
Prior entropy
0.9928
Recall
0.6555
Per class
Relative absolute error
0.8699
Root mean prior squared error
0.4975
Root mean squared error
0.4601
Root relative squared error
0.9248
SciMark benchmark
947.9494
UserCPU time millis
2900
UserCPU time millis testing
10
UserCPU time millis training
2890