Run
17492

Run 17492

Task 4 (Supervised Classification) labor Uploaded 08-06-2014 by Joaquin Vanschoren
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Flow

weka.BayesNet_HillClimber(1)Weka implementation of BayesNet
weka.BayesNet_HillClimber(1)_Dtrue
weka.BayesNet_HillClimber(1)_Qweka.classifiers.bayes.net.search.local.HillClimber
weka.HillClimber(1)_P1
weka.HillClimber(1)_SBAYES

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
0.9696
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8764
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7273
Cross-validation details (10-fold Crossvalidation)
KB relative information score
42.0397
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1165
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.457
Cross-validation details (10-fold Crossvalidation)
Number of instances
57
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
0.8763
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8772
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9393
Cross-validation details (10-fold Crossvalidation)
Recall
0.8772
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2548
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4773
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2728
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5716
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
933.5992[558.8723948941112957.0176467493229482.7975877024999912.12245438067161757.1857345400422]