IEEE

Research on Data Prediction Based on XGBoost and LightGBM Models and BP Neural Network Algorithm

Abstract: This paper focuses on the application of algorithms in data prediction scenarios, where prediction models are constructed and optimised through a variety of algorithms. In the data ...
IEEE

Research on Futures Price Forecasting Based on EMD-XGBOOST Model - Taking the Price Spread Between Soybean Meal and Rapeseed Meal as an Example

Abstract: This study focuses on the volatility characteristics and forecasting needs of the soybean meal-rapeseed meal price spread, aiming to address the difficulty of traditional linear models in ...