DEVELOPMENT... OpenML
Run
104641

Run 104641

Task 264 (Supervised Classification) postoperative-patient-data Uploaded 08-12-2014 by Felicia West
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.4702
Per class
Build CPU time
0.006
Build memory
1075864472
F measure
0.5352
Per class
Kappa
-0.2254
KB relative information score
-1.4395
Mean absolute error
0.2804
Mean prior absolute error
0.2798
Number of instances
29
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.4924
Per class
Predictive accuracy
0.5862
Prior entropy
1.0305
Recall
0.5862
Per class
Relative absolute error
1.002
Root mean prior squared error
0.3657
Root mean squared error
0.4053
Root relative squared error
1.1082
SciMark benchmark
932.1837