A Comparative Study of Breast Cancer Detection and Recurrence Prediction Using CatBoost Classifier

In 2019, breast cancer accounted for over one-third of all cancer cases in women in Iraq. It affects both men and women, though it is more common in women. This study delves into advanced machine learning techniques – CatBoost, XGBoost, Random Forest, SVM, KNN, and Naive Bayes – to improve the dete...

Бүрэн тодорхойлолт

Номзүйн дэлгэрэнгүй

Үндсэн зохиолчид:	Rana Dhia’a Abdu-aljabar, Khansaa Dheya Aljafaar, Zinah Jaffar Mohammed Ameen, Hala A. Naman
Формат:	Artigo
Хэл сонгох:	Inglês
Хэвлэсэн:	CTU Central Library 2025-05-01
Цуврал:	Acta Polytechnica
Нөхцлүүд:	CatBoost classifier breast cancer machine learning bioinformatic
Онлайн хандалт:	https://ojs.cvut.cz/ojs/index.php/ap/article/view/9918
Шошгууд:	Шошго нэмэх Шошго байхгүй, Энэхүү баримтыг шошголох эхний хүн болох!