Design method of insect taxonomy scheme based on insect biological parameters
The invention discloses an insect classification scheme design method based on insect biological parameters. The invention can be used for the classification and identification research of multiple migratory insects. This method obtains the multidimensional biological parameters of various migratory...
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Format: | Patent |
Sprache: | chi ; eng |
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Zusammenfassung: | The invention discloses an insect classification scheme design method based on insect biological parameters. The invention can be used for the classification and identification research of multiple migratory insects. This method obtains the multidimensional biological parameters of various migratory insects, constructs the measure of inter-class separability based on the cluster center, and then forms the model of multi-class separability by repeated sorting-based merging according to the measure of inter-class separability. A binary tree composed of one branch is used to obtain the classification scheme. Finally, based on the training samples, l-1 binary classifier is trained, using binary classifier support vector machine to build classification model, to complete the classification scheme design process. A method for classify insects base on biological parameters such as insect weight, wing flapping frequency, body length and that like is also provided, and a data process and construction method are provid |
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