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spamclassifier_using_BOW_and_TFIDF

This is spamclassifier using Bag of Words and TFIDF technique

  • i tried both stemming and lemmatization for preprocessing.
  • Then i implemented the bag of words techninqque.
  • Used various algorithm to classify whther given text is spam or ham
  • best performing algorithm is XGB classifier for both Lemmatization and Stemming
  • Xgb classifier using Bag of words performing well

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