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Predict if two real estate listings are the same without using any location features

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Real-Estate-Classification

Predict if two real estate listings are the same without using any location features

  • Data was provided through a Spanish Startup: Casafari
  • Developed features using a Word2Vec model to calculate cosine similarities of titles and descriptions
  • Applied a Histogram-based Gradient Boosting Classification Tree
  • 81% accuracy achieved
  • Built an HTML webpage and Flask App to deploy the model locally simulating real time responses

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Predict if two real estate listings are the same without using any location features

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