DEVELOPMENT... OpenML
Run
104687

Run 104687

Task 1798 (Supervised Classification) postoperative-patient-data 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
0.3015
Per class
Build CPU time
0.0012
Build memory
24977794.4
F measure
0.5314
Per class
Kappa
-0.1755
KB relative information score
-74.9741
Mean absolute error
0.3179
Mean prior absolute error
0.2871
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
0.4975
Per class
Predictive accuracy
0.5733
Prior entropy
1.0305
Recall
0.5733
Per class
Relative absolute error
1.1073
Root mean prior squared error
0.3755
Root mean squared error
0.4627
Root relative squared error
1.2324
SciMark benchmark
943.521