In the ID3 algorithm the returned tree will usually be very large.
In the ID3 algorithm the returned tree will usually be very large. Correct Answer True
In the ID3 algorithm the returned tree will usually be very large. Such trees may have low empirical risk, but their true risk will tend to be high. One solution is to limit the number of iterations of ID3, leading to a tree with a bounded number of nodes.