Following is the hypothesis space Hcon where each hypothesis is a conjunction of Boolean literals over...
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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 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 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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Related Book For
Probability and Stochastic Processes A Friendly Introduction for Electrical and Computer Engineers
ISBN: 978-1118324561
3rd edition
Authors: Roy D. Yates, David J. Goodman
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