ARC-CO / PLC Decision Tool Users GuideMichael Deliberto
However, decision-tree learners can create over-complex trees that do not generalise the data sufficiently (overfitting). Mechanisms such as pruning (removing sections of trees that are non-critical or redundant) and setting the maximum depth of the tree are necessary to avoid this problem. ...
The ARC-CO/PLC Decision Aid: Listing of Parish-specific Commodity ApplicationsMichael Deliberto