Run
19181

Run 19181

Task 29 (Supervised Classification) credit-approval Uploaded 12-06-2014 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
0.9317
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8636
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7235
Cross-validation details (10-fold Crossvalidation)
KB relative information score
449.018
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1811
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.494
Cross-validation details (10-fold Crossvalidation)
Number of instances
690
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
0.8636
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8638
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9913
Cross-validation details (10-fold Crossvalidation)
Recall
0.8638
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3667
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.497
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3148
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6335
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
942.8132[552.14963096928061006.7685336652797481.49857166643204910.22226140528711763.4269028321794]