DEVELOPMENT... OpenML
Run
148636

Run 148636

Task 3539 (Supervised Classification) prnn_crabs 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
0.956
Per class
F measure
0.91
Per class
Kappa
0.82
KB relative information score
78.9971
Mean absolute error
0.3322
Mean prior absolute error
0.5
Number of instances
200
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9107
Per class
Predictive accuracy
0.91
Prior entropy
1
Recall
0.91
Per class
Relative absolute error
0.6644
Root mean prior squared error
0.5
Root mean squared error
0.3583
Root relative squared error
0.7167
SciMark benchmark
933.8635
UserCPU time millis
140
UserCPU time millis training
140