DEVELOPMENT... OpenML
Run
148801

Run 148801

Task 3709 (Supervised Classification) breastTumor 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
0.5122
Per class
F measure
0.5411
Per class
Kappa
0.0563
KB relative information score
-5.8839
Mean absolute error
0.4928
Mean prior absolute error
0.4872
Number of instances
286
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5404
Per class
Predictive accuracy
0.542
Prior entropy
0.9815
Recall
0.542
Per class
Relative absolute error
1.0117
Root mean prior squared error
0.4935
Root mean squared error
0.5107
Root relative squared error
1.0349
SciMark benchmark
943.2817
UserCPU time millis
340
UserCPU time millis training
340