DEVELOPMENT... OpenML
Run
187719

Run 187719

Task 3497 (Supervised Classification) grub-damage 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
0.6648
Per class
F measure
0.4158
Per class
Kappa
0.1966
KB relative information score
39.5739
Mean absolute error
0.3052
Mean prior absolute error
0.3638
Number of instances
155
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.4211
Per class
Predictive accuracy
0.4129
Prior entropy
1.9281
Recall
0.4129
Per class
Relative absolute error
0.8389
Root mean prior squared error
0.4263
Root mean squared error
0.4626
Root relative squared error
1.0851
SciMark benchmark
1337.7959