Quantifying the Value of Constructive Induction, Knowledge, and Noise Filtering on Inductive Learning

Learning research, as one of its central goals, tries to measure, model, and understand how learning-problem properties affect average-case learning performance. For example, we would like to quantify the value of constructive induction, noise filtering, and background knowledge. This paper describe