The SPXY algorithm
SPXY is a deterministic splitting algorithm designed to incorporate information from both spectra and response. It's an extension of the Kennard-Stone method.
Category: Variable Selection
Genetic algorithm for wavelength selection using Numpy
Regression, Partial Least Squares Regression, Variable Selection
06/22/2024
A implementation of a genetic algorithm for wavelength selection using basic Numpy functions.
Wavelength selection with a genetic algorithm
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.
A variable selection method for PLS in Python
Improve the quality of your PLS regression using variable selection. This tutorial will work through a variable selection method for PLS in Python.