Prediction of body composition in growing-finishing pigs using ultrasound based back-fat depth approach and machine learning algorithms
Jayanta Kumar Basak, Bhola Paudel, Nibas Chandra Deb, Dae Yeong Kang, Byeong Eun Moon, Shihab Ahmad Shahriar, Hyeon Tae Kim
Topics & Concepts
Mean squared errorSupport vector machineMathematicsLinear regressionCoefficient of determinationStatisticsPredictive modellingRandom forestRegression analysisMean squared prediction errorRegressionCorrelation coefficientMachine learningAlgorithmComputer scienceAnimal Behavior and Welfare StudiesEffects of Environmental Stressors on LivestockAnimal Nutrition and Physiology