DEVELOPMENT... OpenML
Run
148522

Run 148522

Task 2075 (Supervised Classification) abalone Uploaded 04-02-2015 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
0.7077
Per class
F measure
0.2239
Per class
Kappa
0.1333
KB relative information score
980.857
Mean absolute error
0.0556
Mean prior absolute error
0.0618
Number of instances
4177
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.2185
Per class
Predictive accuracy
0.2315
Prior entropy
3.6268
Recall
0.2315
Per class
Relative absolute error
0.9005
Root mean prior squared error
0.1757
Root mean squared error
0.1769
Root relative squared error
1.0069
SciMark benchmark
932.3943
UserCPU time millis
19110
UserCPU time millis testing
420
UserCPU time millis training
18690