I believe it does because "rents" is part of the definition of "investment income" for the Earned Income Credit.

Out of curiosity, is your software allowing it?  I know there was a previous error in one of Intuit's software (I think it was ProSeries) that was allowing the Earned Income Credit for non-passive rental income.