Run
23963

Run 23963

Task 15 (Supervised Classification) breast-w Uploaded 29-06-2014 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
0.989
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9701
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9342
Cross-validation details (10-fold Crossvalidation)
KB relative information score
649.9413
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0303
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.452
Cross-validation details (10-fold Crossvalidation)
Number of instances
699
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
0.9708
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.97
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9297
Cross-validation details (10-fold Crossvalidation)
Recall
0.97
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0671
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4753
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1682
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.354
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
948.5048[569.26915858038541016.0585376856843484.1035797902428913.07564286738091760.0170946291457]