Tag: small data sets
11. Learning: Identification Trees, Disorder
Identification Trees Problems Non-numeric data Not all characteristics matter Some do matter but not all of the time Cost: certain tests may be more expensive than others Occam’s razor The objective is to build the smallest tree possible (to reduce costs and computation) and because the simplest explanation is always the best. Testing data Small…