Machine learning (ML) techniques are extensively applied to practical maritime transportation issues. Due to the difficulty and high cost of collecting large volumes of data in the maritime industry. in many maritime studies. ML models are trained with small training datasets. https://jalyttlers.shop/product-category/lamp-base/