Study on the Influence of PCA Pre-Treatment on Pig Face Identification with Random Forest

Study on the Influence of PCA Pre-Treatment on Pig Face Identification with Random Forest

To explore the application of a traditional machine learning model in the intelligent management of pigs, in this paper, the influence of PCA pre-treatment on pig face identification with RF is studied. By this testing method, the parameters of two testing schemes, one adopting RF alone and the othe...

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Bibliographic Details
Main Authors: Hongwen Yan, Songrui Cai, Erhao Li, Jianyu Liu, Zhiwei Hu, Qiangsheng Li, Huiting Wang
Format: Article
Language:English
Published: MDPI AG 2023-05-01
Series:Animals
Subjects:
RF
PCA
individual identification
intelligent management of pig breeding
Online Access:https://www.mdpi.com/2076-2615/13/9/1555

Internet

https://www.mdpi.com/2076-2615/13/9/1555

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