Collinear datasets augmentation using Procrustes validation sets

the proposed method provides a fast and simple solution for augmenting collinear datasets, significantly improving model performance without requiring extensive parameter tuning. It is versatile and can be applied to a range of datasets, offering a practical alternative to more complex augmentation techniques.