Category: Variable Selection

Genetic algorithm for wavelength selection using Numpy

Regression, Partial Least Squares Regression, Variable Selection 06/22/2024 Daniel Pelliccia

A implementation of a genetic algorithm for wavelength selection using basic Numpy functions.

Wavelength selection with a genetic algorithm

Data Operations and Plotting, Partial Least Squares Regression, Regression, Variable Selection 07/28/2023 Daniel Pelliccia

Wavelength selection methods aim at choosing the spectral bands that produce the best regression or classification model. Here we introduce a genetic algorithm for wavelength selection.

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A variable selection method for PLS in Python

Data Operations and Plotting, Partial Least Squares Regression, Regression, Variable Selection 07/04/2018 Daniel Pelliccia

Improve the quality of your PLS regression using variable selection. This tutorial will work through a variable selection method for PLS in Python.

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