Run
23503

Run 23503

Task 21 (Supervised Classification) car Uploaded 25-06-2014 by Joaquin Vanschoren
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Flow

weka.BayesNet_RepeatedHillClimber(1)Weka implementation of BayesNet
weka.BayesNet_RepeatedHillClimber(1)_Dtrue
weka.BayesNet_RepeatedHillClimber(1)_Qweka.classifiers.bayes.net.search.local.RepeatedHillClimber
weka.RepeatedHillClimber(1)_A1
weka.RepeatedHillClimber(1)_P1
weka.RepeatedHillClimber(1)_SBAYES
weka.RepeatedHillClimber(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
0.9726
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8506
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6753
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1015.2768
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1121
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.229
Cross-validation details (10-fold Crossvalidation)
Number of instances
1728
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
0.8534
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8571
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2099
Cross-validation details (10-fold Crossvalidation)
Recall
0.8571
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4895
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3381
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2266
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6701
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
945.2798[560.12868580782781013.919993711725487.39981413205203908.32989414330441756.6204475653492]