Improving Ovine Behavioral Pain Diagnosis by Implementing Statistical Weightings Based on Logistic Regression and Random Forest Algorithms

Improving Ovine Behavioral Pain Diagnosis by Implementing Statistical Weightings Based on Logistic Regression and Random Forest Algorithms

Recently, the Unesp-Botucatu sheep acute pain scale (USAPS) was created, refined, and psychometrically validated as a tool that offers fast, robust, and simple application. Evidence points to an improvement in pain diagnosis when the importance of the behavioral items of an instrument is statistical...

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Bibliographic Details
Main Authors: Pedro Henrique Esteves Trindade, João Fernando Serrajordia Rocha de Mello, Nuno Emanuel Oliveira Figueiredo Silva, Stelio Pacca Loureiro Luna
Format: Article
Language:English
Published: MDPI AG 2022-10-01
Series:Animals
Subjects:
animal welfare
artificial intelligence
pain assessment
sheep
Online Access:https://www.mdpi.com/2076-2615/12/21/2940

Internet

https://www.mdpi.com/2076-2615/12/21/2940

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