/spam-detection

Spam detection model which predicts whether mail is spam or not. Simple Front end has built using Flask and Flasgger.

Primary LanguageJupyter Notebook

spam-detection

Spam detection model which predicts whether mail is spam or not.

stephen-phillips-hostreviews-co-uk-3Mhgvrk4tjM-unsplash

About Dataset

This dataset contains around 5k sample mail with label 'Spam' and 'Ham'.

About Project

This project predicts whether entered mail is spam or not. I made it using Flask and Flasgger, built a model using Sklearn library.

How to run

  • First install libraries from requirement.txt file.
  • Then run flasgger_app.py. It'll give you localhost, go to browser and search localhost/apidocs which leads to this page.

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  • Then click on 'Try it out' and enter your mail in a given text box, then hit 'Execute' button.
  • Prediction will appear in below as shown in screen. For spam it'll give This Mail is Spam. otherwise give This Mail is not Spam.
  • For current input it gave This Mail is Spam.

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