DEVELOPMENT... OpenML
Run
148954

Run 148954

Task 3868 (Supervised Classification) glass 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
0.8968
Per class
F measure
0.8361
Per class
Kappa
0.6359
KB relative information score
72.9622
Mean absolute error
0.3222
Mean prior absolute error
0.4584
Number of instances
214
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.842
Per class
Predictive accuracy
0.8411
Prior entropy
0.9397
Recall
0.8411
Per class
Relative absolute error
0.7028
Root mean prior squared error
0.4786
Root mean squared error
0.365
Root relative squared error
0.7626
SciMark benchmark
943.2817
UserCPU time millis
200
UserCPU time millis training
200