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chrisengelsma / PolynomialRegression.h
Last active February 28, 2024 14:07
Polynomial Regression (Quadratic Fit) in C++
#ifndef _POLYNOMIAL_REGRESSION_H
#define _POLYNOMIAL_REGRESSION_H __POLYNOMIAL_REGRESSION_H
/**
* PURPOSE:
*
* Polynomial Regression aims to fit a non-linear relationship to a set of
* points. It approximates this by solving a series of linear equations using
* a least-squares approach.
*
* We can model the expected value y as an nth degree polynomial, yielding