Run
24670

Run 24670

Task 42 (Supervised Classification) haberman Uploaded 15-07-2014 by Joaquin Vanschoren
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Flow

weka.BayesNet_GeneticSearch(1)Weka implementation of BayesNet
weka.BayesNet_GeneticSearch(1)_Dtrue
weka.BayesNet_GeneticSearch(1)_Qweka.classifiers.bayes.net.search.local.GeneticSearch
weka.GeneticSearch(1)_A100
weka.GeneticSearch(1)_Ctrue
weka.GeneticSearch(1)_L10
weka.GeneticSearch(1)_Mtrue
weka.GeneticSearch(1)_R1
weka.GeneticSearch(1)_SBAYES
weka.GeneticSearch(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
0.6123
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7074
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2131
Cross-validation details (10-fold Crossvalidation)
KB relative information score
13.5009
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3596
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.39
Cross-validation details (10-fold Crossvalidation)
Number of instances
306
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
0.7004
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7288
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.836
Cross-validation details (10-fold Crossvalidation)
Recall
0.7288
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9221
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4412
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4289
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9722
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
941.5844[564.47918720052971013.919993711725478.28140966761225910.85475360997441740.3866518216023]