DEVELOPMENT... OpenML
Run
105124

Run 105124

Task 3865 (Supervised Classification) ipums_la_98-small Uploaded 09-12-2014 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
0.8222
Per class
Build CPU time
3.0235
Build memory
1609894696.6755
F measure
0.8397
Per class
Kappa
0.2278
KB relative information score
-4539.9987
Mean absolute error
0.1965
Mean prior absolute error
0.1891
Number of instances
7485
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8558
Per class
Predictive accuracy
0.8269
Prior entropy
0.4871
Recall
0.8269
Per class
Relative absolute error
1.0392
Root mean prior squared error
0.3074
Root mean squared error
0.3345
Root relative squared error
1.0881
SciMark benchmark
933.1799