Enhancing Automated Machine Learning via Homogeneous Train-Test Splitting Methods

Yearn Tan Yin Tze, Charles Grellois

Accurate model evaluation in machine learning depends critically on how datasets are split into training and testing subsets. Standard random splitting assumes that both partitions…