Chest diseases represent a persistent threat to public health, characterized by diverse clinical phenotypes and high incidence rates. Timely and accurate diagnosis is essential for enhancing patient ...

Comparative analysis of classification strategies: We evaluated the performance of four classification algorithms-MLP, SVC, RF, and XGB-across multi-label and single-label settings. The results ...

Dr. James McCaffrey of Microsoft Research provides a full-code, step-by-step machine learning tutorial on how to use the LightGBM system to perform multi-class classification using Python and the ...