spam-message-detector

This is a Mobile Message Spam detector project . A Machine Learning Model is Trained to Predict the entered message is a spam or a Genuine message.

Video Link :

Link

Files in this Repository :

🟢 main.py :

Main python file which is shown in the video.

🟢 x_train.pickle :

Count vectorization , pre-implimentation needed for this project.

🟢 model.pickle :

Actual Model trainned using Naive Bayes Classifier with multinomial method.

Modules Required :

🔶 Pandas

🔶 sklearn

🔶 pickel

Programming Language used

🟩 Python3

Instructions

Clone this repository and open a command prompt in this folder and type python main.py and then enter your message and get the prediction. after that press y or n to check a new message or to exit respectively.

Picture for referance :

Warnings

❌ This model is trainned with very small number of dataset so predicted out may or may not be correct.

❌ Limited features.

Thank you For Visiting This Repository