Model improvements

Possible steps to increase the model performance

  • Use context data (e.g. genres)
  • Sort input examples by year (or movie id)
  • Sub sampling input examples (instead of sliding window)
  • Increase rating threshold (from 2 to 3)
  • Include overall movie popularity
  • Switch to larger data set (100k -> 20M), see #3
Edited by Frank Sauerburger