Applying ML Algorithms for Predicting Breast Cancer

Abstract

Cancer is, without a doubt, one of the worst illnesses in human history. Data from throughout the globe shows that we now face a number of serious health challenges. There is a significant risk of fatalities among cancer patients, and this is especially true when we examine instances of people with more than one kind of the disease. These symptoms are indicative of an early stage of cancer and the patient is currently at that stage. If a breast cancer tumor can be found at an early stage and its control functions can be suppressed to prevent it from growing or spreading to other organs, the survival rate for people with breast cancer may be increased. A better prognosis is possible. Moreover, if we consider the progression of cancer through time, we can observe that breast cancer is now one of the most prevalent forms of the disease. If we do our research, we'll find that there are many different kinds of data about breast cancer.