polynomial – Andrew Fairless, Ph.D.

What I Read: Regularization, polynomial bases

By Andrew Fairless on November 7, 2024August 25, 2024

https://alexshtf.github.io/2024/06/03/PolynomialBasesRegProps.html Alex ShtoffRegularization properties of polynomial basesJun 3, 2024 “We used the Bernstein basis to demonstrate the importance of chosing a “good” polynomial basis, and that other well-known bases mayContinue readingWhat I Read: Regularization, polynomial bases

What I Read: Generalized Additive Models

By Andrew Fairless on June 13, 2024April 15, 2024

https://ecogambler.netlify.app/blog/interpreting-gams How to interpret and report nonlinear effects from Generalized Additive ModelsNicholas ClarkMarch 21, 2024 “Generalized Additive Models (GAMs)… are helpful for learning arbitrarily complex, nonlinear relationships between predictors andContinue readingWhat I Read: Generalized Additive Models

What I Read: polynomial monster

By Andrew Fairless on March 26, 2024February 5, 2024

https://alexshtf.github.io/2024/01/25/Bernstein-Basis.html Keeping the polynomial monster under controlAlex ShtoffJan 25, 2024 “…we saw that the Bernstein polynomials can be used to fit a high-degree polynomial curve with ease, without its shapeContinue readingWhat I Read: polynomial monster

What I Read: polynomial features

By Andrew Fairless on March 25, 2024February 5, 2024

https://alexshtf.github.io/2024/01/21/Bernstein.html Are polynomial features the root of all evil?Alex ShtoffJan 21, 2024 “There’s nothing inherently wrong with high degree polynomials, and in contrast to what is typically taught, high degreeContinue readingWhat I Read: polynomial features

Tag: polynomial