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Full-Text Articles in Medicine and Health Sciences
The Investigation Of Viability And Body Measurements For Water Buffalo Calves, Koray Çeli̇keloğlu, Serdar Koçak, Meti̇n Erdoğan, Zehra Bozkurt, Mustafa Tekerli̇
The Investigation Of Viability And Body Measurements For Water Buffalo Calves, Koray Çeli̇keloğlu, Serdar Koçak, Meti̇n Erdoğan, Zehra Bozkurt, Mustafa Tekerli̇
Turkish Journal of Veterinary & Animal Sciences
The viability and body measurements of calves raised in the Livestock Research Center of Afyon Kocatepe University between 2008 and 2011 were investigated. The research was conducted on 188 calves of buffalo cows brought from different regions of Turkey. The viability of buffalo calves at 1, 3, 6, and 12 months of age was 0.95, 0.90, 0.90, and 0.89, respectively. Live weights, height at withers, rump height, body length, chest depth, chest width, rump width, and chest and cannon-bone circumferences were 30.41 kg and 72.37, 74.21, 56.52, 26.34, 15.80, 17.00, 73.13, and 12.88 cm at birth; 118.47 kg and 97.12, …
Predicting The Body Weight Of Balochi Sheep Using A Machine Learning Approach, Zil E. Huma, Farhat Iqbal
Predicting The Body Weight Of Balochi Sheep Using A Machine Learning Approach, Zil E. Huma, Farhat Iqbal
Turkish Journal of Veterinary & Animal Sciences
Various machine learning algorithms have been used to model and predict the body weight of rams of the Balochi sheep breed of Pakistan. The traditional generalized linear model along with regression trees, support vector machine, and random forests methods have been used to develop models for the prediction of the body weight of animals. The independent variables (inputs) include the body (body length, heart girth, withers height) and testicular (scrotal diameter, scrotal circumference, scrotal length, and testicular length) measurements of 131 male sheep 2-36 months of age. The performance of the models is assessed based on evaluation criteria of mean …