GitHub

Spam Email Detection using Naive Bayes

This project is a Machine Learning based Spam Email Detection System built using the Multinomial Naive Bayes algorithm. The model classifies an email as Spam or Ham (Not Spam) after preprocessing the ...
GitHub

Kalman and Bayesian Filters in Python

Introductory text for Kalman and Bayesian filters. All code is written in Python, and the book itself is written using Jupyter Notebook so that you can run and modify the code in your browser. What ...
Frontiers

CoDeRS: a computing degree program recommender system using machine learning algorithms

The Multinomial Naïve Bayes algorithm was utilized to analyze textual data (i.e., career aspirations) because it performs well with categorical and text-based data ( Alsanad, 2022 ). Cosine similarity ...
archive

The elements of statistical learning : data mining, inference, and prediction : with 200 full-color illustrations

Keep the news in the Wayback Machine. Sign Fight for the Future's letter. An icon used to represent a menu that can be toggled by interacting with this icon. A line drawing of the Internet Archive ...