DEVELOPMENT... OpenML
Run
144040

Run 144040

Task 3868 (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
0.756
Per class
F measure
0.7337
Per class
Kappa
0.4113
KB relative information score
62.2013
Mean absolute error
0.3288
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
0.7325
Per class
Predictive accuracy
0.7383
Prior entropy
0.9397
Recall
0.7383
Per class
Relative absolute error
0.7173
Root mean prior squared error
0.4786
Root mean squared error
0.4328
Root relative squared error
0.9044
SciMark benchmark
915.2795