The BNMA BN Repository
This repository is a resource for posting and downloading Bayesian network models for sharing with others and for providing supporting material for publications. Please respect authors' rights where noted.
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3 BNs found.
Ruth_3D
A Bayesian Network (BN) model of female rib cage size and quantified categories of body habitus as presented in the article Development of populational female thorax sizes and body habitus categories using computed tomography (CT) images - ScienceDirect. This is a retrospective analysis of 347 female CT chest axial scans was retrieved from an open access database to establish female rib cage sizes. The model structure specification was determined by following the novel sampling-subject-oriented approach (10.31235/osf.io/gqud3). The classification into three body types was derived from a Multiple Correspondence Analysis performed in R, and the resulting classifications were used as one of the variables in the development of the BN model.
iris
Simple classification network based on the classic Iris flower data set introduced by the statistician and biologist Ronald Fisher. The data set consists of 50 samples from each of three species of Iris (Iris setosa, Iris virginica and Iris versicolor). Four features were measured from each sample: the length and the width of the sepals and petals, in centimetres.
Refer: <en.wikipedia.org...>
Classifier Optimization
A BN classifier.
An explanation of this BN can be found at <www.norsys.com...>
Paper link: <www.norsys.com...>