DEVELOPMENT... OpenML
Run
104834

Run 104834

Task 3630 (Supervised Classification) analcatdata_apnea3 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
0.904
Per class
Build CPU time
0.0005
Build memory
954151184.8
F measure
0.9022
Per class
Kappa
0.5443
KB relative information score
212.3907
Mean absolute error
0.0999
Mean prior absolute error
0.2158
Number of instances
450
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9022
Per class
Predictive accuracy
0.9022
Prior entropy
0.5405
Recall
0.9022
Per class
Relative absolute error
0.4631
Root mean prior squared error
0.3275
Root mean squared error
0.2259
Root relative squared error
0.6896
SciMark benchmark
942.9279