Run
17176

Run 17176

Task 34 (Supervised Classification) postoperative-patient-data Uploaded 06-06-2014 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
0.4266
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5911
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.4887
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2853
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2871
Cross-validation details (10-fold Crossvalidation)
Number of instances
90
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
0.5057
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7111
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.0305
Cross-validation details (10-fold Crossvalidation)
Recall
0.7111
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.994
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3755
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3762
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0019
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
899.4993[552.32445985240691014.9881711071126477.4307645158636914.34953743383911538.4037765324342]