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email-spam-classifier

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williamcfrancis / Email-Spam-Classifier-using-SVM

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Linear classifier using Support Vector Machines (SVM) which can determine whether an email is Spam or not with an accuracy of 98.7%. Used regularization to prevent over-fitting of data. Pre-processed the E-mails using Porter Stemmer algorithm. Used a spam vocabulary to create a Feature Vector for each E-mail. Prints the top 15 predictors of spam

nlp natural-language-processing support-vector-machines spam-detection email-spam-classifier
  • Updated Jan 3, 2023
  • MATLAB

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