DEVELOPMENT... OpenML
Run
104954

Run 104954

Task 3763 (Supervised Classification) chscase_census6 Uploaded 08-12-2014 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.

21 Evaluation measures

Area under ROC curve
0.4871
Per class
Build CPU time
0.0011
Build memory
1037521110.4
F measure
0.4348
Per class
KB relative information score
-0.0512
Mean absolute error
0.4848
Mean prior absolute error
0.4848
Number of instances
400
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.3452
Per class
Predictive accuracy
0.5875
Prior entropy
0.978
Recall
0.5875
Per class
Relative absolute error
1
Root mean prior squared error
0.4923
Root mean squared error
0.4923
Root relative squared error
1.0001
SciMark benchmark
933.9469