DEVELOPMENT... OpenML
Run
149008

Run 149008

Task 3923 (Supervised Classification) datatrieve 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
0.6459
Per class
F measure
0.8711
Per class
Kappa
-0.0143
KB relative information score
-116.331
Mean absolute error
0.1893
Mean prior absolute error
0.1601
Number of instances
130
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8373
Per class
Predictive accuracy
0.9077
Prior entropy
0.4395
Recall
0.9077
Per class
Relative absolute error
1.182
Root mean prior squared error
0.2784
Root mean squared error
0.2914
Root relative squared error
1.0469
SciMark benchmark
923.3111
UserCPU time millis
230
UserCPU time millis training
230