Run
17354

Run 17354

Task 23 (Supervised Classification) cmc Uploaded 08-06-2014 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
0.695
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5103
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2526
Cross-validation details (10-fold Crossvalidation)
KB relative information score
349.5444
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3617
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4308
Cross-validation details (10-fold Crossvalidation)
Number of instances
1473
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
0.5256
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5051
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5392
Cross-validation details (10-fold Crossvalidation)
Recall
0.5051
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8395
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4641
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4487
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9668
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
947.9[566.67990129830931015.7907504114269483.8854846559526910.85475360997441762.2889234168845]