DEVELOPMENT... OpenML
Run
143695

Run 143695

Task 40 (Supervised Classification) glass Uploaded 31-01-2015 by Felicia West
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Flow

weka.A2DE(2)Webb, Geoffrey I., Boughton, Janice, Zheng, Fei, Ting, Kai Ming, Salem, Houssam (2012). Learning by extrapolation from marginal to full-multivariate probability distributions: decreasingly naive {Bayesian} classification. Machine Learning. 86(2):233-272.
weka.A2DE(2)_F1
weka.A2DE(2)_M1.0

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
0.8803
Per class
F measure
0.7273
Per class
Kappa
0.635
KB relative information score
126.8852
Mean absolute error
0.1022
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
0.7305
Per class
Predictive accuracy
0.7336
Prior entropy
2.2315
Recall
0.7336
Per class
Relative absolute error
0.4828
Root mean prior squared error
0.3244
Root mean squared error
0.2466
Root relative squared error
0.76
SciMark benchmark
945.6434