DEVELOPMENT... OpenML
Run
187834

Run 187834

Task 3837 (Supervised Classification) hayes-roth Uploaded 25-02-2015 by Felicia West
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Flow

weka.A2DE(3)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(3)_F1
weka.A2DE(3)_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
0.4857
Per class
F measure
0.4667
Per class
KB relative information score
0.0192
Mean absolute error
0.4745
Mean prior absolute error
0.4746
Number of instances
132
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.3766
Per class
Predictive accuracy
0.6136
Prior entropy
0.9635
Recall
0.6136
Per class
Relative absolute error
0.9998
Root mean prior squared error
0.4869
Root mean squared error
0.487
Root relative squared error
1.0001
SciMark benchmark
918.6491