There are multiple ways of increasing your "rarity chance" either via gear that has that effect or via the "Item Rarity" support gem. Now what kind of items will that actually affect? Will that increase the chance for getting yellow and unique items? Does it increase the chance of getting skill gems and orbs?
From the mechanics thread: