Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
Projects in Awesome Lists tagged with sms-spam-detection
A curated list of projects in awesome lists tagged with sms-spam-detection .
https://github.com/ksdkamesh99/spam-classifier
A Natural Language Processing with SMS Data to predict whether the SMS is Spam/Ham with various ML Algorithms like multinomial-naive-bayes,logistic regression,svm,decision trees to compare accuracy and using various data cleaning and processing techniques like PorterStemmer,CountVectorizer,TFIDF Vetorizer,WordnetLemmatizer. It is implemented using LSTM and Word Embeddings to gain accuracy of 97.84%.
bag-of-words count-vectorizer decision-tree-classifier embeddings logistic-regression lstm-neural-networks multinomial-naive-bayes naive-bayes-classifier porter-stemmer sms-spam-detection support-vector-machines tfidf-vectorizer wordnetlemmatizer
Last synced: 09 Nov 2024
https://github.com/juzershakir/naive-bayes-tutorial
Getting Intuition behind the implementation of Naive Bayes Classifier with SMS spam collection data.
accuracy bag-of-words classification f1-score machine-learning multinomial-naive-bayes naive-bayes-classifier pandas precision python3 recall scikit-learn sms-spam-detection supervised-learning
Last synced: 09 Oct 2024
https://github.com/yogeshnile/spam-sms-prediction
In this repo i have created a SMS Spam Prediction project in machine learning using NLP.
machine-learning nlp-machine-learning nltk python3 sms sms-spam-classifier sms-spam-detection spam-classification spam-detection
Last synced: 11 Nov 2024
https://github.com/junioralive/sms-spam-detection
An interactive SMS Spam Detection application using Streamlit and machine learning. This app allows users to classify messages as spam or ham and view performance metrics for different models.
classification data-science machine-learning nlp sms-or-ham sms-spam sms-spam-classification sms-spam-detection spam-detection streamlit text-analytics
Last synced: 14 Nov 2024
https://github.com/lakshitalearning/spamfortress
A machine learning-based project to detect SMS spam messages with high accuracy, using the SMS Spam Collection Dataset and techniques like supervised learning, text preprocessing, and model comparison.
data-science google-colab machine-learning nlp scikit-learn sms-spam-detection
Last synced: 15 Nov 2024
https://github.com/nirmit27/sms-spam-classifier
This is a web service for the classification of SMS messages created using Flask.
api-rest flask flask-api machine-learning nlp nlp-machine-learning postman python sms-spam-classification sms-spam-detection spam-classification spam-detection
Last synced: 15 Dec 2024
