Run
24758

Run 24758

Task 37 (Supervised Classification) diabetes Uploaded 16-07-2014 by Joaquin Vanschoren
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Flow

weka.BayesNet_SimulatedAnnealing(1)Weka implementation of BayesNet
weka.BayesNet_SimulatedAnnealing(1)_Dtrue
weka.BayesNet_SimulatedAnnealing(1)_Qweka.classifiers.bayes.net.search.local.SimulatedAnnealing
weka.SimulatedAnnealing(1)_A10.0
weka.SimulatedAnnealing(1)_D0.999
weka.SimulatedAnnealing(1)_R1
weka.SimulatedAnnealing(1)_SBAYES
weka.SimulatedAnnealing(1)_U10000

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
0.8215
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7592
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4622
Cross-validation details (10-fold Crossvalidation)
KB relative information score
257.9206
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3046
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
0.7588
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7643
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (10-fold Crossvalidation)
Recall
0.7643
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6702
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4766
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4054
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8505
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
899.082[537.8478641955553961.5543055220107458.66799968249853865.16172434075091672.1779789078641]