Intro 2 - Text Classification (9/2/2021)

Content:

  • Text classification definition and datasets
  • Generative text classifiers (naive Bayes)
  • Discriminative text classifiers (logistic regression)
  • Statistical significance testing
  • Dataset understanding and creation

Reading Material

Slides: Text Classification Slides
Video: Text Classification Video
Code: Bag-of-Words Text Classifier Code

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