Inclusion of features derived from a mixture of time window sizes improved classification accuracy of machine learning algorithms for sheep grazing behaviours
Shuwen Hu, Aaron Ingham, Sabine Schmoelzl, Jody McNally, Bryce Little, Daniel Smith, Greg Bishop-Hurley, You‐Gan Wang, Yutao Li
Topics & Concepts
Support vector machineLinear discriminant analysisArtificial intelligenceRandom forestMathematicsGround truthWindow (computing)Computer scienceAlgorithmPattern recognition (psychology)Machine learningStatisticsOperating systemAnimal Behavior and Welfare StudiesGenetic and phenotypic traits in livestockEffects of Environmental Stressors on Livestock