This report presents a method for classifying leukemia. Leukemia is divided into 2 categories which are acute leukemia and chronic leukemia and other subordinate types. This report proposes features are extracted from the segmented images and classified using the Support Vector Machine (SVM). The computer simulations show that the proposed system robustly segments and classifies Acute Myelogenous Leukemia based on complete microscopic blood images. Acute lymphocytic leukemia (ALL), Acute myeloid leukemia (AML)