DEVELOPMENT... OpenML
Run
188459

Run 188459

Task 4586 (Supervised Classification) ipums_la_99-small Uploaded 25-02-2015 by Felicia West
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Flow

weka.A2DE(3)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(3)_F1
weka.A2DE(3)_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
0.8709
Per class
F measure
0.9105
Per class
Kappa
0.2834
KB relative information score
-45976.3545
Mean absolute error
0.109
Mean prior absolute error
0.1203
Number of instances
88440
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9141
Per class
Predictive accuracy
0.9073
Prior entropy
0.3444
Recall
0.9073
Per class
Relative absolute error
0.9065
Root mean prior squared error
0.2452
Root mean squared error
0.2632
Root relative squared error
1.0736
SciMark benchmark
1372.2145
UserCPU time millis
22810
UserCPU time millis testing
18720
UserCPU time millis training
4090