23.6.2.1 Parameter Change-based
Parameter Change-based AL [49] favors items that are likely to influence the model
the most. Assuming that changes in the model’s parameters are for the better, i.e.
approach the optimal parameters, it is then beneficial to select an item that has the
greatest impact on the model’s parameters: