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What is Email Spam Classification Assignment about?
This document provides an assignment on classifying emails as normal or spam using the Naive Bayes algorithm. It includes a sample dataset of 5 labeled emails and tasks the student to predict the classification of a new email. The student is asked to: 1) Calculate the prior probabilities of normal and spam emails. 2) Determine the conditional probabilities of words given normal/spam and fill a table. 3) Compute the joint conditional probabilities of the new email given normal/spam. 4) Use Bayes
- Author
- Muhammad Farooq
- Language
- EN