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youtube-classification

this project was developed for an university exam.

Multiclass classification of Youtube videos using text mining.

Youtube videos categories:

  • travel
  • science and technology
  • food
  • manufacturing
  • history
  • art and music
  • nature
  • sports
  • adventure

Implemented classifier and relative accuracy achieved:

ClassifierLibraryAccuracy
Naive BayesNLTK88%
Naive BayesSciKit Learn89%
Stochastic Gradient DescentSciKit Learn95%
This post is licensed under CC BY 4.0 by the author.