DEVELOPMENT... OpenML
Run
105064

Run 105064

Task 3903 (Supervised Classification) pc3 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
0.8198
Per class
Build CPU time
0.1598
Build memory
533228569.1516
F measure
0.8638
Per class
Kappa
0.3161
KB relative information score
-476.6002
Mean absolute error
0.1658
Mean prior absolute error
0.1842
Number of instances
1563
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8761
Per class
Predictive accuracy
0.8541
Prior entropy
0.478
Recall
0.8541
Per class
Relative absolute error
0.9004
Root mean prior squared error
0.3031
Root mean squared error
0.3173
Root relative squared error
1.0469
SciMark benchmark
906.4221