Hypothesis spaces
How many distinct decision trees with
n
Boolean attributes?
= number of Boolean functions
= number of distinct truth tables with 2
n
rows = 2
2
n
n
E.g., with 6 Boolean attributes, there are
18,446,744,073,709,551,616 trees