Illustrative concept for Spam Filtering, From Scratch

DSA PROJECT · 2025

Spam Filtering, From Scratch

Illustrative visual explaining Spam Filtering, From Scratch
Project visualization · An illustrative concept, not a screenshot of the running application.

What it brings together.

01

Naive Bayes implemented from scratch

02

Word-frequency processing

03

Classification using Bayes’ theorem

04

Streamlit interface for message input and results

Project context

An implementation-centered project for understanding text classification rather than treating a model as a black box.