DEVELOPMENT... OpenML
Run
88738

Run 88738

Task 1798 (Supervised Classification) postoperative-patient-data Uploaded 03-12-2014 by Felicia West
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Flow

weka.BayesNet_GeneticSearch(2)Weka implementation of BayesNet
weka.BayesNet_GeneticSearch(2)_Dtrue
weka.BayesNet_GeneticSearch(2)_Qweka.classifiers.bayes.net.search.local.GeneticSearch
weka.GeneticSearch(2)_L10
weka.GeneticSearch(2)_A100
weka.GeneticSearch(2)_U10
weka.GeneticSearch(2)_Mtrue
weka.GeneticSearch(2)_Ctrue
weka.GeneticSearch(2)_R1
weka.GeneticSearch(2)_SBAYES

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
0.4214
Per class
Build CPU time
175.1617
Build memory
22460308
F measure
0.5736
Per class
Kappa
-0.0647
KB relative information score
-59.3841
Mean absolute error
0.3123
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
0.5442
Per class
Predictive accuracy
0.6156
Prior entropy
1.0305
Recall
0.6156
Per class
Relative absolute error
1.0879
Root mean prior squared error
0.3755
Root mean squared error
0.4198
Root relative squared error
1.1181
SciMark benchmark
943.1197