Email Spam Detection using Machine Learning
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Jul 20, 2023 - Jupyter Notebook
#
email-spam-classifier
Here are 32 public repositories matching this topic...
An Email Spam Classifier project, helps you detect your spam email from correct email. Try it out here!
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Jun 16, 2023 - Python
Identifying and distinguishing spam SMS and Email using the multinomial Naïve Bayes model.
naive-bayes-classifier spam-filtering spam-detection spam-classification sms-spam-detection multinomial-naive-bayes spam-filter smsspam-dataset email-spam-classifier multinomial-naive-bayes-classifier email-spam-detection
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Jun 1, 2025 - Jupyter Notebook
Implemented Preprocessing steps, Feature Extraction techniques and Naive Bayes Classifier in C++. Moreover, we have also implemented all the steps using python for comparative analysis.
text-classification nlp-machine-learning stemming email-spam-classifier naive-bayes-classifier-cpp bag-of-words-cpp
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Dec 17, 2022 - C++
One of the primary methods for spam mail detection is email filtering. It involves categorize incoming emails into spam and non-spam. Machine learning algorithms can be trained to filter out spam mails based on their content and metadata.
machine-learning email-spam-filter sms-spam-detection sms-spam-classification email-spam-classifier email-spam-detection
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Mar 22, 2023 - Jupyter Notebook
Would you like to know which e-mail is spam and which is ham?
random-forest svm machine-learning-algorithms naive-bayes-classifier decision-trees spam-detection knn-classification email-spam-classifier
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Jul 4, 2022 - Jupyter Notebook
An end-2-end project
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May 12, 2023 - Jupyter Notebook
This is an Email/SMS spam detection system, built as a project for AutumnnHacks Hackathon. It classifies messages you recieve on emails and sms as spam or not spam.
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Sep 12, 2022 - Jupyter Notebook
This machine learning project implements an advanced email spam detection system using Python and scikit-learn. By leveraging Multinomial Naive Bayes classification, the system accurately distinguishes between spam and legitimate (ham) emails.
python machine-learning machine-learning-algorithms spam-detection native-base multinomial-naive-bayes wordcloud-visualization email-spam-classifier
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Jan 31, 2025 - Jupyter Notebook
📩 Email spam classiffier with Multinomial NB & TFIDF Vectorizer and using Streamlit for Modern UI.
classifier machine-learning model scikit-learn classification tfidf spam-detection multinomial-naive-bayes tfidf-vectorizer streamlit email-spam email-spam-classifier
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May 19, 2025 - Jupyter Notebook
This Python code compares the performance of k-Nearest Neighbors (k-NN) and Multi-Layer Perceptron (MLP) classifiers using a dataset from 'spambase.csv,' evaluating accuracy, precision, recall, and F1 score for each model.
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Sep 14, 2024 - Python
Email Spam Detection Using Logistic Regression
logistic-regression email-spam-classifier email-spam-detection-with-machine-learning email-spam-detection-streamlit
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May 15, 2024 - Jupyter Notebook
This project is to classify emails as spam or not spam using various machine learning models. Hyperparameter tuning is performed to optimize model performance.
python machine-learning scikit-learn hyperparameter-tuning gridsearchcv randomizedsearchcv email-spam-classifier
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Jul 16, 2024 - Jupyter Notebook
Email-Spam-Classifier using Naive Bayes Algorithm
python flask machine-learning hacktoberfest naive-bayes-classification heroku-deployment hacktoberfest-accepted email-spam-classifier hacktoberfest2021
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Oct 6, 2021 - Jupyter Notebook
Classify the message is spam or not using Multinomial Naive Bayes.
machine-learning jupyter-notebook naive-bayes-classifier multinomial-naive-bayes email-spam-classifier
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Jan 19, 2024 - Jupyter Notebook
An email spam detection system with ML and Python
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Nov 14, 2024 - Python
🔥 Classify your email SPAM or HAM easily with the Machine Learning Algorithm, FAST API and User-Friendly UI.
api spam machine-learning ai scikit-learn sklearn ml naive-bayes-classifier user-friendly spam-classifier spam-detection spam-detection-machine-learning fastapi email-spam-classifier
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Apr 27, 2025 - Python
To check email is spam or not spam
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Jul 12, 2024 - Jupyter Notebook
Classifies an email as spam or not using naive_bayes machine learning algorithm
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Oct 12, 2020 - Jupyter Notebook
Email spam classification for Naive Bayes, Gradient Boosting Machine, Support Vector Machine and Random Forest
random-forest naive-bayes supervised-learning support-vector-machine gradient-boosting 5-folds grid-search-hyperparameters randomized-search email-spam-classifier
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Jan 17, 2023 - Jupyter Notebook
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