Sanya Aviation and Tourism College

TPE-optimized XGBoost model for fine–grained prediction of tertiary vocational college students’ employment destinations

Predicting tertiary vocational college students’ employment destinations has become an urgent need for most tertiary vocational colleges. This study proposes a machine learning framework based on Tree-structured Parzen Estimator (TPE)-Optimized eXtreme gradient boosting (XGBoost)...