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Text Classification Using Naive Bayes: Theory & A Working Example

In this article, I explain how the Naive Bayes works and I implement a multi-class text classification problem step-by-step in Python.

Serafeim Loukas, PhD
Towards Data Science
11 min readOct 12, 2020

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Figure created by the author.

Table of contents

  1. Introduction

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Data Scientist @ Natural Cycles (Switzerland). PhD, MSc, M.Eng. Bespoke services on demand