Applicability Domain anlaysis

The applicability domain (AD) of a model is difined as the externa of the chemical space, where a model can make a predicting with credibility. There are several approaches to find the AD, including k-nearest neighbours, probability density distrubtion, bounding ox, distance measures and kernel methods.