DEVELOPMENT... OpenML
Run
143945

Run 143945

Task 3758 (Supervised Classification) chscase_geyser1 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
0.8184
Per class
F measure
0.8614
Per class
Kappa
0.7073
KB relative information score
132.9667
Mean absolute error
0.2055
Mean prior absolute error
0.4787
Number of instances
222
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8707
Per class
Predictive accuracy
0.8649
Prior entropy
0.9694
Recall
0.8649
Per class
Relative absolute error
0.4293
Root mean prior squared error
0.4891
Root mean squared error
0.3463
Root relative squared error
0.708
SciMark benchmark
935.8986