Question

What class of learning algorithms is best suited for the following task:

Given a large amount of handwritten letters, you want the machine to learn to read and process future handwritten letters

Answer 1

I would probably use Supervised Learning, an ANN in particular.

Answer 2

Read and process = very vague objective.

Answer 3

lets just say then that we just want the machine to recognize handwritten characters