Research on Identification Method of Rural Revitalization Development Type Based on SMOTE-RF Algorithm

Village revitalization is an important strategy for national development, and the identification of development types is the premise and foundation for rural revitalization. Accurate identification of rural development types is helpful to formulate targeted policies and measures and promote the sustainable development of rural economy and society. Traditional identification methods of rural development types are mainly based on experience and subjective judgment, and lack of scientificity and accuracy. Therefore, it is of great practical significance to study a rural development type recognition method based on machine learning algorithm.