Email Spam Classification ML Frameworks

Machine learning projects for detecting and filtering spam emails using classification algorithms. Does NOT include general email management, anti-spam infrastructure, or datasets without active classification model implementations.

There are 14 email spam classification frameworks tracked. The highest-rated is ManasviGoyal/Gmail-Classification at 30/100 with 20 stars.

Get all 14 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=ml-frameworks&subcategory=email-spam-classification&limit=20"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

# Framework Score Tier
1 ManasviGoyal/Gmail-Classification

Extract Emails from Gmail account, convert to Excel file and classify using...

30
Emerging
2 rayandrew/spamassassin

Simple spam assassin using weka machine learning library

26
Experimental
3 webianks/scout

:beginner: Scout helps to perform email search flawlessly on the basis of...

24
Experimental
4 marcelovca90-unifei/anti-spam-weka-gui

Project of my master's degree in Computer Science ("Study and Research in...

23
Experimental
5 abhineetkaurrr/Spam-Mail-Detection

End-to-end email spam classifier built with Python, NLP, and Naive Bayes.

22
Experimental
6 giuliom/Sfilter

Sfilter is a simple spam filter created in 2011 during a course of Machine...

22
Experimental
7 klevis/emailSpamFilter

Email Spam Detection using Java and Apache Spark MLib

20
Experimental
8 adwansyed/Machine-Learning-Naive-Bayes-Spam-Emails

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

18
Experimental
9 sawlanisneha/Spam-Filtering

Spam Filtering Project for Introductory Machine Learning

14
Experimental
10 themelinaKz/Ham-Spam-Classifiers

Machine learning binary classification algorithms for classifying mails as...

14
Experimental
11 marcelovca90-unifei/anti-spam-datum

Project of my master's degree in Computer Science ("Study and Research in...

11
Experimental
12 marcelovca90-unifei/anti-spam-weka-cli

Project of my master's degree in Computer Science ("Study and Research in...

11
Experimental
13 Hamas-ur-Rehman/Email_Spam_Classifier

This is a project that was done for the Skill4U machine Learning program....

10
Experimental
14 marcelovca90-unifei/anti-spam-weka-data

Data sets used by the project of my master's degree in Computer Science...

10
Experimental