14 Apr 2005
CS 3243 - Revision
38
Learning
¡Inductive
learning - based on past examples
¡Learn
a function h() that approximates real function f(x) on
examples x
¡Balance
complexity of hypothesis with fidelity to the examples
lMinimize α E(h,D) + (1-α) C(h)