Ship pilotage is vitally important for ship safety during sailing, anchoring, and berthing in ports. The measures taken during the COVID-19 epidemic have brought several impacts on pilotage safety.

In this paper, we study the classical Logistic Regression (LR) problem in machine learning. Traditionally, the solving algorithms are based on either the first- or second-order approximation of the ...