A GUI for bacterial identification

Versione 1.1.0.0 (24,6 KB) da juntao jia
A GUI for bacterial identification base on PNN and MDS.
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Aggiornato 7 nov 2012

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This GUI is for bacterial identifcation developed by MATLAB. The GUI relies on the comparison of some optional biochemical results with probability matrix and can distinguish 270 bacterial Operational Taxonomic Units (OTUs). Probabilistic Neural Network (PNN) structure is used to acquire the most probable result of bacterial identification. And when an appropriate range of distance is chosen, the unkown bacterium and its allied OTUs in biochemical phenotype within the range can be illustrated in three-dimensional space by classical Multidimensional Scaling (MDS) method.

Cita come

juntao jia (2025). A GUI for bacterial identification (https://it.mathworks.com/matlabcentral/fileexchange/37938-a-gui-for-bacterial-identification), MATLAB Central File Exchange. Recuperato .

Compatibilità della release di MATLAB
Creato con R2009b
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Versione Pubblicato Note della release
1.1.0.0

The number of names were reduced from 288 to 270 by deleting the repeated names, thus one name could correspond to more than one sets of biochemical results. The probability matrix also was modified.
1.0.0.0