A simple demonstration of how to use Naive Bayes Algorithm to do Spam Prediction and Classification.
To run this project you must use Google Colab, or install locally the following dependencies:
- Matplot Lib - a comprehensive library for creating static, animated, and interactive visualizations in Python;
- NLTK - platform for building Python programs to work with human language data;
- NumPy - The fundamental package for scientific computing with Python;
- Pandas - a fast, powerful, flexible and easy to use open source data analysis and manipulation tool;
- Seaborn - statistical data visualization;
- SKLearn - Simple and efficient tools for predictive data analysis;
A simple demonstration of Naive Bayes, based on this very nicely done article: Spam Classification using Naive Bayes Algorithm
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