DEVELOPMENT... OpenML
Run
187976

Run 187976

Task 7287 (Supervised Classification) adult 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
0.9092
Per class
Average cost
0.0771
F measure
0.8483
Per class
Kappa
0.5911
KB relative information score
21208.4781
Mean absolute error
0.1888
Mean prior absolute error
0.3641
Number of instances
48842
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8521
Per class
Predictive accuracy
0.8458
Prior entropy
0.7939
Recall
0.8458
Per class
Relative absolute error
0.5186
Root mean prior squared error
0.4266
Root mean squared error
0.3276
Root relative squared error
0.7679
SciMark benchmark
1307.4861
Total cost
3766.5
UserCPU time millis
1310
UserCPU time millis testing
1090
UserCPU time millis training
220