aalmangour / Machine-Learning-Naive-Bayes-Spam-Emails

JavaFX application detecting whether files are spam or not using Naive Bayes filtering

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:

• [1] https://en.wikipedia.org/wiki/Bag-of-words_model
• [2] https://en.wikipedia.org/wiki/Naive_Bayes_spam_filtering