no code implementations • 11 May 2024 • Hengzhe Zhang, Qi Chen, Bing Xue, Wolfgang Banzhaf, Mengjie Zhang
In recent years, genetic programming (GP)-based evolutionary feature construction has achieved significant success.
1 code implementation • IEEE Transactions on Evolutionary Computation 2023 • Hengzhe Zhang, Aimin Zhou, Qi Chen, Bing Xue, Mengjie Zhang
Ensemble learning methods have been widely used in machine learning in recent years due to their high predictive performance.
1 code implementation • 28 Jun 2022 • Shibo Hao, Bowen Tan, Kaiwen Tang, Bin Ni, Xiyan Shao, Hengzhe Zhang, Eric P. Xing, Zhiting Hu
The resulting KGs as a symbolic interpretation of the source LMs also reveal new insights into the LMs' knowledge capacities.
1 code implementation • IEEE Transactions on Evolutionary Computation 2021 • Hengzhe Zhang, Aimin Zhou, Hu Zhang
Random forest (RF) is a type of ensemble-based machine learning method that has been applied to a variety of machine learning tasks in recent years.