2 We use a new related measure, which we call the overall percentage error reduction (OPER), that uses the entire area under the curves given by fitted nonlinear regression models rather than averaging over a subset of data points.
we fit a modified Michaelis-Menton model: The (original) parameters V m and K respectively correspond to the horizontal asymptote and the cost where accuracy is halfway between 0 and V m .