Embedding Layer Size Rule

[ste (Stefano Giomo)]

Empirical values - see this similar post:

Size of embedding for categorical variables

Empirical testing (grid search): Jeremy says that in a couple of lessons. For course 2018 - Take a look at @hiromi post on that: The rule of thumb for determining the embedding size is the cardinality size divided by 2, but no bigger than 50.