Recursive partitioning models using piecewise constant approximations (15) (16) are fairly interpretable owing to the fact that they are very simple and can be represented by a binary tree. [See Breiman et al. (1984) and Section 3.1 below.] They are also fairly rapid to construct and especially rapid to evaluate.
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