machine-learning-naive-bayes-spam-emails's Introduction

Machine Learning w/ JavaFX

Application: Naive Bayes Spam Filtering

Screenshot:

Pull:

* https://github.com/adwansyed/SpamDetection-with-Machine-Learning.git

Main Success Scenario:

* Select "Training" directory -> ../data/train/
* Select "Testing" directory -> ../data/test/
* Results will populate

Future improvements:

Bag of words bayesian spam detector can be improved by attempting other machine learning algorithms like K-Nearest-Neighbors and other frequent itemset algorithms
Increase training datasets with larger and newer datasets

References:

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