Predictive Analytic Framework for Tools Creation and Driving Decisions in Livestock Production

Abstract

Big data can be provided through operational data collection or the use of remote animal tracking technology in animal production systems. The analytical method can be employed to produce data input systemically in order to improve the yield of animals, their health and the decision on welfare. the formulation of a theory of live animal architecture in the labs is similar to the concept of a goal variable. The use of a single dataset for the creation of a model is made possible by data partitioning., refinement, and evaluation of models. The predictive analytic method is completed with final model evaluations. The predictive approach concludes with the final model assessment, which includes an approximation of the forecast accuracy and an estimate of the chance to detect events and nonevents defined by the target variable. A thorough methodology is provided by a predictive analysis tool to the analysis of vast volumes of data to improve animal management and to improve animal prices.