The purpose of this study is to evaluate how effective Sunitinib works in treating acral lentiginous and mucosal melanoma which has spread beyond the local region. Suninitib is a protein-tyrosine kinase inhibitor and acts as a c-kit inhibitor drug. It is believed to work by blocking signals on certain cancer cells which allow the malignant cells to multiply and spread due to a change in the genetic make up of the cancer cell.