17 Mar 2004
CS 3243 - Learning
28
Hypothesis spaces
How many distinct decision trees with n Boolean attributes?
=
number of Boolean functions
=
number of distinct truth tables with 2n rows = 22n
nE.g., with 6 Boolean
attributes, there are 18,446,744,073,709,551,616
trees