HadiYd / NLPspamSMS

NLP (Natural Language Processing) on SMS Spam Detection

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NLP (Natural Language Processing) on SMS Spam Detection




The data

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 acording being ham (legitimate) or spam.

For more info on the data, please check out: UCI Machine Learning Repository

Outline:

I. Loading data and other imports

II. Exploratory Data Analysis

III. Data Visualization

IV. Creating the Model

V. Evaluating Model Performance

References:

  1. Python for Data Science and Machine Learning Bootcamp by Jose Portilla

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NLP (Natural Language Processing) on SMS Spam Detection


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