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SmsSpam_Filtering

An implementation of a Spam Filter in Python that uses the Naive Bayes and KNN Model to classify emails as spam or ham.

Classifiers:-

Naive Bayes:

  • BernoulliNB
  • MultinomialNB
  • GaussianNB

KNN:

  • With k=5

Feature Extraction:

  • CountVectorizer
  • TfidfVectorizer