DEVELOPMENT... OpenML
Run
143985

Run 143985

Task 3804 (Supervised Classification) lowbwt 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
0.8698
Per class
F measure
0.8082
Per class
Kappa
0.6159
KB relative information score
102.6635
Mean absolute error
0.2406
Mean prior absolute error
0.4989
Number of instances
189
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8135
Per class
Predictive accuracy
0.8095
Prior entropy
0.9984
Recall
0.8095
Per class
Relative absolute error
0.4823
Root mean prior squared error
0.4994
Root mean squared error
0.3563
Root relative squared error
0.7134
SciMark benchmark
904.3001