Xinliang Liu

Effects of imputation strategy on genetic algorithms and neural networks on a binary classification problem

2022 · Proceedings of the Genetic and Evolutionary Computation Conference

In this paper, we compare the performance of a canonical genetic algorithm (CGA), the Self Adaptive Genetic Algorithm (SAGA), and a feed-forward neural network (FFNN) on a predictive modeling problem with incomplete data. Predictive modeling …