DEVELOPMENT... OpenML
Run
104937

Run 104937

Task 3737 (Supervised Classification) fri_c3_250_50 Uploaded 08-12-2014 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
0.9267
Per class
Build CPU time
0.0572
Build memory
345489177.6
F measure
0.8523
Per class
Kappa
0.7001
KB relative information score
148.1775
Mean absolute error
0.2075
Mean prior absolute error
0.4908
Number of instances
250
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8534
Per class
Predictive accuracy
0.852
Prior entropy
0.9868
Recall
0.852
Per class
Relative absolute error
0.4227
Root mean prior squared error
0.4954
Root mean squared error
0.3244
Root relative squared error
0.655
SciMark benchmark
913.4921