DEVELOPMENT... OpenML
Run
143824

Run 143824

Task 3633 (Supervised Classification) analcatdata_apnea1 Uploaded 31-01-2015 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.

22 Evaluation measures

Area under ROC curve
0.9405
Per class
F measure
0.9445
Per class
Kappa
0.7485
KB relative information score
261.8275
Mean absolute error
0.0883
Mean prior absolute error
0.225
Number of instances
475
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9439
Per class
Predictive accuracy
0.9453
Prior entropy
0.5574
Recall
0.9453
Per class
Relative absolute error
0.3926
Root mean prior squared error
0.3346
Root mean squared error
0.2107
Root relative squared error
0.6299
SciMark benchmark
904.3001