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Following is the hypothesis space Hcon where each hypothesis is a conjunction of Boolean literals over the Boolean variables {x1, x2}. Assume the following

Following is the hypothesis space Hcon where each hypothesis is a conjunction of Boolean literals over the Boolean variables (x,x2). Assume the following sequence of examples is supplied to the candidate-elimination algorithm: 〈 iï, + X 01,-), 〈 10, + 〉, Here in each binary vector in the exam- ple (such as 10), the left bit corresponds to the truth value of x, and the right bit corresponds to the truth value of x2 Trace the candidate-elimination algorithm and show the G and S for each step. What is the final con cept learned? Here the direction of the arrows are from specific to general.

Following is the hypothesis space Hcon where each hypothesis is a conjunction of Boolean literals over the Boolean variables {x1, x2}. Assume the following sequence of examples is supplied to the candidate-elimination algorithm: ( 11, + ), (01,-),( 10, + ). Here in each binary vector in the exam- ple (such as "10"), the left bit corresponds to the truth value of x1 and the right bit corresponds to the truth value of x2. Trace the candidate-elimination algorithm and show the G and S for each step. What is the final con- cept learned? Here the direction of the arrows are from specific to general. F X1 X2 X2 T

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