The answer, verbatim from mp, is:
The formula yacht designers use is called Crouch's formula. It takes into account the weight and horsepower at the propeller, and assumes a 50\% to 60\% efficient prop. Most props fall into this range. Note that it doesn't take into account the boat length, as that doesn't matter with planing boats. Crouch's Formula V = C/((DISP/HP)**.5) Where V = boat speed in knots (1 knot=1.15 mph) C = Constant (depends on boat type) DISP = Displacement (pounds) Note that boat manufacturers usually give innacurate numbers for displacement, typically on the low side HP = Horsepower available at the propeller For comparison sake, here are some average values of C: 150 Typical lightweight, planing cruiser 180 High Speed Runabout 200-230 Race boats, hydroplanes etc.