DEVELOPMENT... OpenML
Run
187920

Run 187920

Task 3881 (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
0.8715
Per class
F measure
0.9108
Per class
Kappa
0.2856
KB relative information score
-4586.3839
Mean absolute error
0.1089
Mean prior absolute error
0.1203
Number of instances
8844
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9144
Per class
Predictive accuracy
0.9075
Prior entropy
0.3444
Recall
0.9075
Per class
Relative absolute error
0.905
Root mean prior squared error
0.2452
Root mean squared error
0.2632
Root relative squared error
1.0737
SciMark benchmark
928.7845
UserCPU time millis
24190
UserCPU time millis testing
19700
UserCPU time millis training
4490