Run
22369

Run 22369

Task 48 (Supervised Classification) heart-c Uploaded 21-06-2014 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
0.9087
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.838
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.673
Cross-validation details (10-fold Crossvalidation)
KB relative information score
175.9119
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0779
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2004
Cross-validation details (10-fold Crossvalidation)
Number of instances
303
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
0.8382
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8383
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.0792
Cross-validation details (10-fold Crossvalidation)
Recall
0.8383
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3888
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.315
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2273
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7217
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
945.2885[565.21084232176751009.9344946043965484.10363182779514913.39376464446721753.799996626104]