An AI Model to detect if a SMS is spam or not. Model is trained with around 5500 text messages and with 98% accuracy. We are using TFID Vectorizer to process text message and LinearSVC from sklearn to classify.
Using Gradio module created an UI to make it more user friendly to check if the message is spam or not.
Here is an example of the gradio app,
![Screenshot 2024-04-06 at 7 31 00 PM](https://private-user-images.githubusercontent.com/93089647/320241353-9768aff2-c494-4c04-ba24-84427b6afc1f.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJnaXRodWIuY29tIiwiYXVkIjoicmF3LmdpdGh1YnVzZXJjb250ZW50LmNvbSIsImtleSI6ImtleTUiLCJleHAiOjE3MjIxNTU1MDUsIm5iZiI6MTcyMjE1NTIwNSwicGF0aCI6Ii85MzA4OTY0Ny8zMjAyNDEzNTMtOTc2OGFmZjItYzQ5NC00YzA0LWJhMjQtODQ0MjdiNmFmYzFmLnBuZz9YLUFtei1BbGdvcml0aG09QVdTNC1ITUFDLVNIQTI1NiZYLUFtei1DcmVkZW50aWFsPUFLSUFWQ09EWUxTQTUzUFFLNFpBJTJGMjAyNDA3MjglMkZ1cy1lYXN0LTElMkZzMyUyRmF3czRfcmVxdWVzdCZYLUFtei1EYXRlPTIwMjQwNzI4VDA4MjY0NVomWC1BbXotRXhwaXJlcz0zMDAmWC1BbXotU2lnbmF0dXJlPTk1MjY0YjcwY2VmYjUxMGMzZWQ0NjRhZTRmZjgzMDRlMWMzNGY0MjNiODU1NGFkMTVlZTY2MWI2NGI0NTA0OTYmWC1BbXotU2lnbmVkSGVhZGVycz1ob3N0JmFjdG9yX2lkPTAma2V5X2lkPTAmcmVwb19pZD0wIn0.7dGkNI5yXNIvenS4HKGSBdM2beEQ4xpbv8xrNXytsZ8)