DEVELOPMENT... OpenML
Run
144087

Run 144087

Task 3923 (Supervised Classification) datatrieve 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
0.3617
Per class
F measure
0.8711
Per class
Kappa
-0.0143
KB relative information score
-30.1455
Mean absolute error
0.1677
Mean prior absolute error
0.1601
Number of instances
130
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8373
Per class
Predictive accuracy
0.9077
Prior entropy
0.4395
Recall
0.9077
Per class
Relative absolute error
1.0473
Root mean prior squared error
0.2784
Root mean squared error
0.2961
Root relative squared error
1.0637
SciMark benchmark
935.8986