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Artificial Intelligence Random Forest Algorithm and the Application

Authors :
Xiong Zhou
Yan Huang
Source :
2020 International Conference on Data Processing Techniques and Applications for Cyber-Physical Systems ISBN: 9789811617256
Publication Year :
2021
Publisher :
Springer Singapore, 2021.

Abstract

Random forest (RF) refers to a combined classifier of machine learning algorithms or a representative algorithm of integrated learning. Bagging algorithm is used to realize the integration of multiple decision trees and output results by voting, which has been well evaluated in industry and academia. This paper analyzes the random forest algorithm of artificial intelligence, hoping to provide a foundation for the subsequent optimization research of the algorithm.

Details

Database :
OpenAIRE
Journal :
2020 International Conference on Data Processing Techniques and Applications for Cyber-Physical Systems ISBN: 9789811617256
Accession number :
edsair.doi...........5d906672154f72f077cfe62ef8c1cf39
Full Text :
https://doi.org/10.1007/978-981-16-1726-3_25