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This is basic spam SMS classification build in python created and maintained by @nkroker, more work under progress

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spamClassify

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Intro

  • spamClassify is the spam sms classification program written in python
  • It uses Machine Learning to classify the text sms into 2 classification categories
    • spam
    • ham

Actual Modeling

  • After testing multiple models finaly using OneVsRestClassifier with TfidfVectorizer
  • There is a test score added csv added for multiple models.

Steps to install and play!

  • Clone repository
  • Make sure you have Anaconda navigator installed
  • Just run conda create --name spamClassify --file ./requirements.txt
  • Then conda activate spamClassify
  • For running flask api run python SMS-classification-Model-API.py
  • For tweeks and exploration run 'jupyter notebook'
  • Have fun! 😎 🤘 👍

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This is basic spam SMS classification build in python created and maintained by @nkroker, more work under progress

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