Dr. James McCaffrey from Microsoft Research presents a complete end-to-end demonstration of the linear support vector ...

Reclassification of a cosinor model adjusted for age (10.6%), multivariate cosinor model (10.8%) and linear regression with dummy variables for season (7.8%) are presented separately ...

Physics and Python stuff. Most of the videos here are either adapted from class lectures or solving physics problems. I ...

Implement Linear Regression in Python from Scratch ! In this video, we will implement linear regression in python from scratch. We will not use any build in models, but we will understand the code ...

Although [Vitor Fróis] is explaining linear regression because it relates to ... It is one way to use independent variables to predict dependent variables, and, in its simplest form, it is ...

Piece-wise non-linear regression is a long-standing problem in the machine learning domain that has long plagued machine learning researchers. It is extremely difficult for users to determine the ...

Abstract: In this paper, we present a study on using weighted total least squares method for parameter estimation of errors-in-variables models with quadratic ...

Abstract: The variable span linear filters (VSLFs) constitute a unified framework of conventional subspace and linear filtering techniques for noise reduction. The construction of VSLFs, however, ...

This GitHub repository contains the code used in the data analysis portion of the Bachelor's Degree Project: Identification of an Immune Infiltration Signature in Breast Cancer Subtypes and its ...