machine-learning

Machine Learning - The Mathematics of Decision Trees and Random Forests - Part 1
Views and opinions expressed are solely my own. Introduction The purpose of this post is to discuss the mathematics of decision trees and random forests. We first begin by discussing regression trees.
Last updated on Aug 10, 2021 5 min read
Machine Learning: The Mathematics of Support Vector Machines - Part 1
Views and opinions expressed are solely my own. Introduction The purpose of this post is to discuss the mathematics of support vector machines (SVMs) in detail, in the case of linear separability.
Last updated on Aug 6, 2021 5 min read