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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: 24 Oct 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/nirmit27/sms-spam-classifier
This is a Flask web application for the classification of SMS messages.
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: 28 Oct 2024
