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ideas for ML training #12

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jexp opened this issue Sep 4, 2018 · 6 comments
Open

ideas for ML training #12

jexp opened this issue Sep 4, 2018 · 6 comments
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@mneedham

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jexp commented Sep 4, 2018

  • wrongly categorized businesses
  • determine businesses who changed owners
  • predict score a user would give to a business based on both of their histories together
  • review fraud can we teach a model to determine fraudulent reviews based on structure?
  • review patterns per category (distribution)
  • clustering with deepgl
  • KNN
  • textrank or reviews?
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mneedham commented Sep 4, 2018

  • Collaborative filtering

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mneedham commented Sep 4, 2018

  • Jaccard similarity?

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mneedham commented Sep 4, 2018 •
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  • Label propagation - show how to do the semi supervised variant with pre defined labels. Could be based on an amenity similarity graph?

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mneedham commented Sep 4, 2018

  • Feeding Graph Algo output into an ML prediction model?

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mneedham commented Sep 4, 2018

  • Content based filtering based on amenities?

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mneedham commented Sep 4, 2018

  • Similar properties based on embeddings?

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