Dimensionality reduction can be a process of minimizing the quantity of random variables into account by acquiring a set of principal variables.[55] Quite simply, it is a process of decreasing the dimension in the feature set, also known as the "number of capabilities".Choosing the proper process automation services provider is critical to results.