Analytics Vidhya
Published in

Analytics Vidhya

Predicting Common Movement

With Linear Regression

Motivation

It is surprising how much fun one can have with linear regression.

This is the work of my master’s student. She has implemented this simple prediction algorithm to learn the basics of Machine Learning and Linear (Poly) Regression.

This article describes an algorithm for geographical coordinates processing using polynomial regression to calculate the common behavior of a movement. The primary advantage of this algorithm is having a map of trajectories in any region. We…

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Timur Bakibayev

Timur Bakibayev

Professor, Ph.D. in CS, Data Science Academy Kazakhstan