A training algorithm selects a hypothesis from a hypothesis space. What happens if the hypothesis space does not include the true hypothesis? Defining the hyp

A training algorithm selects a hypothesis from a hypothesis space. What happens if the hypothesis space does not include the true hypothesis? Defining the hypothesis space is tricky - though the training/search part is also tricky :-).