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Email Spam Detection #15

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swati1504 opened this issue Nov 6, 2021 · 0 comments

swati1504 commented Nov 6, 2021

Problem:

All of us get irritated seeing so many emails on our account. It is difficult for us as well to predict which ones are spam and which ones are ham.

Our model would predict whether an email is spam or not.

Solution:

Import all the required libraries
Upload the dataset
Removing duplicates
Clean the data
Removing stop words
Tokenization
Split data into train and test data
Applying Naive Bayes Classification
Make the final prediction with the best accuracy
Application of the same

Dataset: spam.csv

I have worked on this project and here is my work.

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