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Classical Machine Learning project machine learning to distill Amazon's food product reviews into actionable insights

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Automatic Review Analyzer (v0.1.0)

Overview

The Automatic Review Analyzer harnesses the power of machine learning to analyze customer reviews.

This system categorizes feedback as positive or negative, providing an automated, efficient, and scalable approach to handling customer reviews.

Features

  • Implementation of Linear Classifiers (Perceptron, Average Perceptron, and Pegasos Algorithm)
  • Feature Engineering in Text Analysis
  • Experimental Exploration

Installation

pip install -r requirements.txt

Important Links

Here are the notebook and PDF files for the project:

  • Jupyter Notebook: This notebook contains all the interactive analysis and code for the project.
  • Project Report (PDF): This PDF report provides an in-depth discussion of the project's findings.

Please click the links above to view the files.

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Classical Machine Learning project machine learning to distill Amazon's food product reviews into actionable insights

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