A Comparative Evaluation of Logistic Regression, Random Forest, K-Nearest Neighbors, and Support Vector Machine Algorithms for Machine Learning-Based Lung Cancer Risk Classification Using Accessible Clinical, Demographic, and Lifestyle Risk Factors
Lung cancer remains one of the leading causes of cancer-related mortality worldwide, largely due to late-stage diagnosis and limited access to effective early screening tools. Although low-dose computed tomography (LDCT) has demonstrated potential for early detection, its high cost and limited availability restrict wid...