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What is Artificial Neural Networks and Multiple Linear Regression As Potential Methods For Modelling Body Surface Temperature of Pig about?
This study evaluates the use of artificial neural networks (ANN) and multiple linear regression (MLR) for modeling the body surface temperature of pigs in relation to ambient environmental factors. Four different ANN architectures were tested, with the Feed Forward Back-propagation model identified as the most effective in predicting body temperature based on various statistical parameters. The research highlights the significance of the temperature-humidity index as a key factor influencing the pigs
- Author
- fayezab24
- Language
- EN