“linear regression” tag.

Articles with this tag

The problem of overfitting in machine learning algorithms

Overfitting makes linear regression and logistic regression perform poorly. A technique called "regularization" aims to fix the problem for good. written on September 02, 2018

How to optimize the gradient descent algorithm

A collection of practical tips and tricks to improve the gradient descent process and make it easier to understand. written on April 01, 2017

Multivariate linear regression

How to upgrade a linear regression algorithm from one to many input variables. written on March 05, 2017

Linear regression with one variable

Finding the best-fitting straight line through points of a data set. written on April 01, 2016

Introduction to machine learning

What machine learning is about, types of learning and classification algorithms, introductory examples. written on March 12, 2016