Run
23960

Run 23960

Task 37 (Supervised Classification) diabetes Uploaded 29-06-2014 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
0.8143
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7574
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4578
Cross-validation details (10-fold Crossvalidation)
KB relative information score
254.6969
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3062
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4545
Cross-validation details (10-fold Crossvalidation)
Number of instances
768
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
0.7573
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.763
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (10-fold Crossvalidation)
Recall
0.763
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6736
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4766
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4081
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8562
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
947.9274[570.57263610873451015.5230404536866483.667533998868912.12245438067161757.751385454742]