par0s / sms-spam-classification

SMS Spam Classification using Natural language Processing and Machine Learning

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SMS Spam Classification

SMS Spam is any junk message delivered to a mobile phone through Short Message Service. These messages often uses promise of free gifts or product offers to make you reveal your personal information.

Working

The CSV file is given as input which contains the columns type which tells us if it is ham or spam and the text is the text message. Each text message is divided to tokens and stop words are removed and then the data is given to the algorithm which fits and predicts the type of text.

Prerequisites

As mentioned in requirements.txt

Acknowledgements

Inspired from RPubs CSV Used SMS-spam

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SMS Spam Classification using Natural language Processing and Machine Learning

License:MIT License


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Language:Python 100.0%