Run
16851

Run 16851

Task 34 (Supervised Classification) postoperative-patient-data Uploaded 05-06-2014 by Joaquin Vanschoren
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Flow

weka.BayesNet_GeneticSearch(1)Weka implementation of BayesNet
weka.BayesNet_GeneticSearch(1)_Dtrue
weka.BayesNet_GeneticSearch(1)_Qweka.classifiers.bayes.net.search.local.GeneticSearch
weka.GeneticSearch(1)_A100
weka.GeneticSearch(1)_Ctrue
weka.GeneticSearch(1)_L10
weka.GeneticSearch(1)_Mtrue
weka.GeneticSearch(1)_R1
weka.GeneticSearch(1)_SBAYES
weka.GeneticSearch(1)_U10

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.4934
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5974
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.008
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-0.5882
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2867
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2871
Cross-validation details (10-fold Crossvalidation)
Number of instances
90
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5711
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6889
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.0305
Cross-validation details (10-fold Crossvalidation)
Recall
0.6889
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9986
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3755
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3815
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.016
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
947.3935[569.64095994657931015.7907504114269484.7593072718849909.59057174132591757.1857345400422]