WHAT THIS STUDY ADDS This study presents a 12-feature prediction model built using CatBoost, with SHapley Additive exPlanations (SHAP) for interpretation and Recursive Feature Elimination (RFE) for ...

Mutation-derived neoantigens are critical targets for tumor rejection in cancer immunotherapy, and better tools for neoepitope identification and prediction are needed to improve neoepitope targeting ...

In this project, I performed time series forecasting using LightGBM. I predicted sales for 50 items across 10 different stores for a three-month period. The data covers 5 years (from 2013-01-01 to ...

Parkinson's Disease (PD) is the second most common age-related neurological disorder that leads to a range of motor and cognitive symptoms. A PD diagnosis is difficult since its symptoms are quite ...