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