Learning from Sparse Data by Exploiting Monotonicity Constraints

Eric E. Altendorf, Angelo C. Restificar, Thomas G. Dietterich

When training data is sparse, more domain knowledge must be incorporated into the learning algorithm in order to reduce the effective size of the hypothesis space. This paper build…