Maritime transportation plays an important role in international trade, more than 50,000 merchant ships are involved every day and this causes a large opportunity for maritime accidents. Therefore, to see more about the patterns and factors that influence the accidents that occur, it is necessary to classify the severity level in order to reduce and prevent the risk of more serious accidents. I…