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gimseng / 99-ML-Learning-Projects

A list of 99 machine learning projects for anyone interested to learn from coding and building projects
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E-mail SPAM detection model using Multinomial Naive Bayes algorithm[EXE] #194

Open darpan-2001 opened 2 years ago

darpan-2001 commented 2 years ago

Learning Goals

Naive Bayes algorithm, text feature extraction, sklearn pipeline object.

Exercise Statement

Create an e-mail spam detection model.

Prerequisites

Basic understanding of Naive Bayes algorithm, Python and scikit-learn basics.

Data source/summary:

Dataset if obtained from Kaggle. Data consists of email messages, already labeled as spam or ham. Link of dataset: https://www.kaggle.com/code/mfaisalqureshi/email-spam-detection-98-accuracy/data

(Optional) Suggest/Propose Solutions

I have the solution ready implemented with Multinomial Naive Bayes algorithm, will be happy to create pull request to include the exercise solution.

lucifertrj commented 2 years ago

I will take this one, could you assign me this project @darpan-2001?

DhruvSanghvi2002 commented 1 year ago

I would love to solve this challenge ,kindly assign me this issue @darpan-2001

Adarshh9 commented 1 year ago

can you assign me this issue?