Purchase Invoice accounting head doesn't list all my accounts?

In purchase invoice, I select edit to add more information to the item. There is one section called “Expense Head”. This section does not show me all my expense accounts.

Instead it only has shows me 8 different accounts. Only COGS is available as an expense but this is not the correct account.

How to I make this box show me all my user created accounts?