Run
23704

Run 23704

Task 54 (Supervised Classification) hepatitis Uploaded 27-06-2014 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
0.8117
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8413
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5242
Cross-validation details (10-fold Crossvalidation)
KB relative information score
48.7428
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1975
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3299
Cross-validation details (10-fold Crossvalidation)
Number of instances
155
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
0.8447
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8387
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7418
Cross-validation details (10-fold Crossvalidation)
Recall
0.8387
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5988
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4048
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3593
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8877
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
944.2958[571.13316851545631014.7208839634673474.68690723372646907.70082742804311753.2370197795062]