Run
334

Run 334

Task 52 (Supervised Classification) heart-statlog Uploaded 07-04-2014 by Jan van Rijn
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Flow

weka.BayesNet_K2(1)Weka implementation of BayesNet
weka.BayesNet_K2(1)_Dtrue
weka.BayesNet_K2(1)_Qweka.classifiers.bayes.net.search.local.K2
weka.K2(1)_P1
weka.K2(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
0.903
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8221
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6394
Cross-validation details (10-fold Crossvalidation)
KB relative information score
164.8697
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1957
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4939
Cross-validation details (10-fold Crossvalidation)
Number of instances
270
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[ Oracle Corporation, 1.7.0_51, amd64, Linux, 3.7.10-1.28-desktop ]
Precision
0.822
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8222
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.8222
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3962
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3669
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7384
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
2015.2398