Welcome to the "SMS Spam Detector" project! This machine learning model identifies whether a given SMS is spam or not, providing a valuable tool for spam detection and filtering.
- Updated
Oct 27, 2023 - Python
Welcome to the "SMS Spam Detector" project! This machine learning model identifies whether a given SMS is spam or not, providing a valuable tool for spam detection and filtering.
Application of machine learning model, on datasets, to predict desired target variables.
A machine learning-based fake news detection system that classifies news articles as "FAKE" or "REAL" using Naive Bayes and Support Vector Machine (SVM) models. The project features a text preprocessing pipeline, model evaluation, and prediction capabilities, demonstrating practical accuracy and efficiency for real-world news verification.
spam/ham classifier
This project performs Sentiment Analysis on a small IMDb dataset (positive, negative, neutral reviews). It uses a simple Naive Bayes model with text preprocessing and vectorization.
A machine-learning-based disease prediction app that analyzes symptoms to provide accurate, timely health insights for proactive care.
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