Mining data from milk mid-infrared spectroscopy and animal characteristics to improve the prediction of dairy cow's liveweight using feature selection algorithms based on partial least squares and Elastic Net regressions
Lei Zhang, Anthony Tedde, Phuong N. Ho, Clément Grelet, Frédéric Dehareng, Éric Froidmont, Nicolas Gengler, Yves Brostaux, Dagnachew Hailemariam, J.E. Pryce, Hélène Soyeurt
Topics & Concepts
Feature selectionPartial least squares regressionStatisticsMathematicsRobustness (evolution)Dairy cattleMean squared errorRegressionCross-validationElastic net regularizationRegression analysisComputer scienceAnimal scienceArtificial intelligenceBiologyGeneBiochemistrySpectroscopy and Chemometric AnalysesGenetic and phenotypic traits in livestockEffects of Environmental Stressors on Livestock