Jiacheng Tu

Jointly Optimizing Data Discretization and Naive Bayes Classifier via Multi-Objective Optimization

Data discretization plays a critical role in enhancing the performance of the naive Bayes classifier. Traditional data discretization methods often utilize a two-stage framework, where data discretization and classification are optimized separately, leading to sub-optimal performance. To tackle the…