What the no free lunch theorem states?
Informally and Formally.
look image
When H is not PAC learnable?
How to avoid those failing distributions?
How do we choose H?
look image
How we decompose the error?
What is the bias complexity tradeoff?
How can we estimate the generalization error?
look image