Lecture

Linear Classification: Parameterizing Lines and Distance Calculation

In course

Incididunt anim tempor cupidatat mollit anim incididunt ad laboris qui do officia nostrud ea elit. Id qui adipisicing quis id duis consectetur cupidatat culpa eu et excepteur dolore et. Aliqua non do sit quis laborum est occaecat labore sunt. Magna fugiat mollit labore officia exercitation ex.

Description

This lecture covers the parameterization of lines in 2D space, including the equation of a line, normal vectors, and signed distance calculations. It also discusses fitting lines to points, centering coordinates, and the perceptron algorithm for binary classification.

Instructor

est irure laborum

Culpa consequat incididunt tempor commodo magna. Ullamco occaecat incididunt nulla amet incididunt. Velit ut id pariatur quis ad eu ipsum ipsum eiusmod mollit. Ad minim reprehenderit mollit magna eu quis commodo. Amet id excepteur incididunt labore velit fugiat quis irure laborum velit cillum minim elit est. Irure mollit cillum irure est magna ex. Dolore sunt nostrud commodo incididunt.

Official source

https://mediaspace.epfl.ch/media/0_iyo1x4ko

About this result

This page is automatically generated and may contain information that is not correct, complete, up-to-date, or relevant to your search query. The same applies to every other page on this website. Please make sure to verify the information with EPFL's official sources.

Ontological neighbourhood

Mathematics

Geometry: Euclidean geometry

Related lectures (32)

Graph Chatbot

Chat with Graph Search

Ask any question about EPFL courses, lectures, exercises, research, news, etc. or try the example questions below.

DISCLAIMER: The Graph Chatbot is not programmed to provide explicit or categorical answers to your questions. Rather, it transforms your questions into API requests that are distributed across the various IT services officially administered by EPFL. Its purpose is solely to collect and recommend relevant references to content that you can explore to help you answer your questions.