International Journal of Livestock Research eISSN : 2277-1964 NAAS Score -5.36 Vol 7 (11) Nov ’17 Hosted@www.ijlr.org DOI 10.5455/ijlr.20170806064553 Page148 Original Research Comparing Non-Linear Models to Describe the Growth Performance in Large White Yorkshire Pigs Archana, K.*, Selvam, S., Serma SaravanaPandian, A., Sivakumar, T., Balasubramanyam, D. and Mohamed Safiullah, A Department of Animal Husbandry Statistics and Computer Applications, Madras Veterinary College, TANUVAS, Chennai – 600 007, INDIA *Corresponding author: archuvet@gmail.com Rec. Date: May 05, 2017 10:10 Accept Date: Aug 06, 2017 06:45 Published Online: September 01, 2017 DOI 10.5455/ijlr.20170806064553 Abstract Exotic pigs are potential animal protein suppliers in developing country like India. An attempt was made to apply different nonlinear growth models to predict the best growth model for Large White Yorkshire pigs and to examine the difference in the growth pattern of male and female piglets. The data pertaining to achieve the objectives were collected between 2011 to 2016 at PGRIAS, Kattupakkam, on bodyweights at different ages of pigs with the sample size of 1226 Male and 1120 Female Large White Yorkshire pigs were included in the study. The data on body weights were plotted against the age for both males and females separately, and the shape of the curve was examined. Based on the shape of the curves, the following models were fitted to the data viz. Brody model, Logistic model, Gompertz model, Von Bertalanffy model and Richard model. For non linear models the highest R square value, Root Mean Square Error (RMSE), Mean Absolute Error (MAE) and Mean Absolute Predicted Error (MAPE) criteria were used to determine the best fitted model. The analysis of data revealed that in male pigs the value of highest R2 (0.999) and least MAE (0.597), RMSE (1.755), MAPE (29.85) were observed in Gompertz model followed by Logistic model. In case of female pigs the highest R2 (0.998) and least MAE (0.654), RMSE (1.130), MAPE (29.03) were seen for Gompertz model. Thus, it could be concluded that as the best fit for assessing growth of male and female Large White Yorkshire pigs. Key words: Growth Performance, Large White Yorkshire, Non –Linear Model How to cite: Kannadhasan, A., Seetharaman, S., Amaresan, S., Thiagarajan, S., Dhakshanamoorthy, B., & Hameed, M. (2017). Comparing Non-Linear Models to Describe the Growth Performance in Large White Yorkshire Pigs. International Journal of Livestock Research, 7(11), 148-152. http://dx.doi.org/10.5455/ijlr.20170806064553 Introduction Among the exotic breeds of pig introduced, Large White Yorkshire is more popular, found suited and adapted to the Indian climate (Devendran et al., 2015). India has about 11.13 million pigs (DARE, 2014)