Analysis and Detection of WBC Cancer Cells Using Random Forest Classifier
R. Niranjana, E. Francy Irudaya Rani, P Manoj, Naveen Nagarajan S, P Raaja · SSRN Electronic Journal · 2019
The stem cells which are present in the bone marrow produces the blood cells in our body. There are totally three types of blood cells presents in the blood and they are Red Blood Cells , White Blood Cells and the Platelets. From the above three classifications, White blood cells play an important role. Because it protects our body from the infection by fighting with the foreign agent. According to World Health Organisation (WHO), cancer is considered as the second leading cause of death in the World. Thus, the main scope of the project is to detect the cancer cells present in the white blood cells. The WBC Cancer cells are further divided in to two major categories. They are ALL (Acute Lympotic Leukemia), and AML (Acute Myolegenous Leukemia) both of the categories include similar symptoms diseases that may confusing in diagnosing. To avoid this confusion and produce high accuracy results, Random Forest Classifier is used.