A Naive Bayes spam/ham classifier based on Bayes' Theorem. A bunch of emails is first used to train the classifier and then a previously unseen record is fed to predict the output.
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Jan 16, 2018 - Python
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email-classifier
Here are 11 public repositories matching this topic...
Machine learning for filtering out spam in the ENRON spam dataset
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Mar 25, 2017 - Python
A comprehensive comparision of kNN, Naive Bayes and Neural Network in Text Classification
python machine-learning neural-network text-classification artificial-intelligence classification knn decision-tree email-classifier knn-classifier
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Oct 6, 2018 - Python
A collection of Python scripts designed to streamline various tasks related to managing emails and PDF attachments. Easily extract clean email text, classify emails as automated or human-generated, process PDFs, and automatically fill PDF forms using saved user profile data.
nlp data-science machine-learning natural-language-processing email-classifier email-processing pdf-attachment email-classification email-management automated-vs-human
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Jul 18, 2023 - Python
This repo has email classifiers based on Naive Bayes classifier, Bernouilli Naive Bayes Classifier and Logistic Regression Classifier.
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Jan 9, 2022 - Python
This is a Spam Email Classifier built using Python and Streamlit. It uses a pre-trained model to predict whether an email is Spam or Not Spam. The app also provides the probability scores for both categories, enhancing transparency and reliability of the prediction.
python nlp machine-learning text-classification scikit-learn spam-detection email-classifier streamlit
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Mar 17, 2025 - Python
Developed a Naive Bayes classifier for classifying the E-mail is Spam or Ham message
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Mar 15, 2018 - Python
Spam Email Detection using Naive Bayes
python machine-learning email naive-bayes naive-bayes-classifier email-spam-filter email-classifier emailspam
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May 9, 2021 - Python
NaiveBayes classifier with an without stop words to classify Ham and Spam emails
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Apr 1, 2017 - Python
This repository is made to support my application of MLH fellowship. This project had been done during my 2 years of work experience at Sailfin Technologies and is stored as a private repository before. The repository contains full process code from email cleaning, data modelling, database authentication (postgres for Salesforce), REST API build…
python rest-api numpy regex django-rest-framework postgresql pandas rasa-nlu beautifulsoup data-cleaning flask-restful email-classifier nltk-python google-automl
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Sep 8, 2021 - Python
A Naive Bayes algorithm to classify spam emails
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Jan 17, 2018 - Python
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