In Figure E10.2 two classes of patterns are given.
i. Use the LMS algorithm to train an ADALINE network to distinguish between class I and class II patterns (we want the network to identify horizontal and vertical lines).
ii. Can you explain why the ADALINE network might have difficulty with this problem?