DEVELOPMENT... OpenML
Run
148472

Run 148472

Task 40 (Supervised Classification) glass Uploaded 03-02-2015 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
0.9163
Per class
F measure
0.7513
Per class
Kappa
0.6615
KB relative information score
125.476
Mean absolute error
0.1083
Mean prior absolute error
0.2116
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
0.7557
Per class
Predictive accuracy
0.7523
Prior entropy
2.2315
Recall
0.7523
Per class
Relative absolute error
0.5118
Root mean prior squared error
0.3244
Root mean squared error
0.2299
Root relative squared error
0.7084
SciMark benchmark
929.566
UserCPU time millis
450
UserCPU time millis training
450