Run
24710

Run 24710

Task 48 (Supervised Classification) heart-c Uploaded 15-07-2014 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
0.9014
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.808
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6123
Cross-validation details (10-fold Crossvalidation)
KB relative information score
162.8188
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0882
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2004
Cross-validation details (10-fold Crossvalidation)
Number of instances
303
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
0.8085
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8086
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.0792
Cross-validation details (10-fold Crossvalidation)
Recall
0.8086
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.44
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.315
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2262
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7181
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
599.3724[345.8050661074903900.8672571222878263.0430872608832524.288962.8584977869497]