Towards Utilization of Neurofuzzy Systems for Taxonomic Identification Using Psittacines as a Case Study

Towards Utilization of Neurofuzzy Systems for Taxonomic Identification Using Psittacines as a Case Study

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Demonstration of the neurofuzzy application to the task of psittacine 15-eg2373cl (parrot) taxonomic identification is presented in this paper.In this work, NEFCLASS-J neurofuzzy system is utilized for classification of parrot data for 141 and 183 groupings, using 68 feature points or qualities.The reported results display classification accuracies here of above 95%, which is strongly tied to the setting of certain parameters of the neurofuzzy system.Rule base sizes were in the range of 1,750 to 1,950 rules.