cancer is one of the diseases that cause death in a lot of people worldwide these days. Cancer results when cells in one area of the body grow out of control and harm other cells. Researchers have identified more than 100 types of cancer in different body parts. Cancer can occasionally result in a tumor, which is a mass of tissue in one area of the body. Other bodily areas may be impacted by the growth of this tumor. Metastasis is the term used to describe the spread, invasion, and destruction of other bodily tissues by a tumor. One of the key concerns in the cancer treatment process is the time it takes to find metastases, which is extremely challenging to treat. The likelihood of treating cancer increases with early identification.

Breast cancer rates are among the most dominant cancers affecting women, and early detection typically improves survival and treatment options by identifying symptomatic cases as soon as possible. Advances in technology and innovation have produced remarkable outcomes in the healthcare field, particularly in the early identification of diseases. Data mining methods are paramount in predicting breast cancer. These techniques can analyse data, uncover hidden connections between various features, and present more understandable and useful insights for users, especially medical professionals, in the diagnosis and management of breast cancer.