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SPAM-Detection-Model Is A NLP Model To Detect SPAM Messages...

SPAM Detection NLP(AI) Model

Here We're Going To Detect Spam Messages Using NLP.

Dataset Information

The "spam" concept is diverse: advertisements for products/web sites, make money fast schemes, chain letters, pornography...

The SMS Spam Collection is a set of SMS tagged messages that have been collected for SMS Spam research. It contains one set of SMS messages in English of 5,574 messages, tagged according being ham (legitimate) or spam.

Attributes

  • SMS Messages
  • Label (spam/ham)

Download link: https://www.kaggle.com/uciml/sms-spam-collection-dataset

Libraries

  • pandas
  • numpy
  • nltk
  • re
  • sklearn

    Algorithms

  • Logistic Regression
  • Naive Bayes
  • SVC
  • Random Forest

    Best Model Accuracy: 98.27709978463747