DEVELOPMENT... OpenML
Run
143821

Run 143821

Task 3631 (Supervised Classification) analcatdata_apnea2 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
0.9506
Per class
F measure
0.9326
Per class
Kappa
0.7111
KB relative information score
302.5746
Mean absolute error
0.0794
Mean prior absolute error
0.2343
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
0.9326
Per class
Predictive accuracy
0.9326
Prior entropy
0.5744
Recall
0.9326
Per class
Relative absolute error
0.339
Root mean prior squared error
0.3414
Root mean squared error
0.2026
Root relative squared error
0.5933
SciMark benchmark
904.3001