DEVELOPMENT... OpenML
Run
143901

Run 143901

Task 3713 (Supervised Classification) schlvote 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
0.6554
Per class
F measure
0.7926
Per class
Kappa
0.434
KB relative information score
10.8927
Mean absolute error
0.2781
Mean prior absolute error
0.3934
Number of instances
38
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8134
Per class
Predictive accuracy
0.8158
Prior entropy
0.8485
Recall
0.8158
Per class
Relative absolute error
0.7069
Root mean prior squared error
0.4405
Root mean squared error
0.3933
Root relative squared error
0.8929
SciMark benchmark
935.8986