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Advanced spectral modeling for bacterial strains: A MARS-PLS2 approach with Lasso regularization and baseline optimization

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The natural characteristics of the infrared spectroscopic data are that it tends to distort the baseline, there is high-dimensionality and non-linear correlation that hinder reliable prediction of biochemical properties. To overcome these obstacles, this study... ...