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
l
Minimize
α
E(h,D)
+ (1-
α
) C(h)