[LO 5 & LO 6] Construct a support vector machine SVM (by hand calculating it's hyperparameters Wi and b) that computes the AND function. Use values +1 and -1 (instead of 1 and 0) for the target output, so that the four input points and the corresponding target outputs look like ([0, 0], -1); ([1, 0], -1); ([0, 1], - 1); and ([1, 1], 1]. Draw those four input points along with the decision boundary function (W*X +b) in the Euclidean space. What is the margin?. Check also the correctness of your SVM model with the test input points [1.5, 0.2] and [0.8, 02]. Please consult to AIMA 3rd Edition pp.744-748. Learning Outcomes: LO 5: Apply various techniques to an agent when acting under certainty LO 6: Apply various AI algorithms to solve the problems
[LO 5 & LO 6] Construct a support vector machine SVM (by hand calculating it's hyperparameters Wi and b) that computes the AND function. Use values +1 and -1 (instead of 1 and 0) for the target output, so that the four input points and the corresponding target outputs look like ([0, 0], -1); ([1, 0], -1); ([0, 1], - 1); and ([1, 1], 1]. Draw those four input points along with the decision boundary function (W*X +b) in the Euclidean space. What is the margin?. Check also the correctness of your SVM model with the test input points [1.5, 0.2] and [0.8, 02]. Please consult to AIMA 3rd Edition pp.744-748. Learning Outcomes: LO 5: Apply various techniques to an agent when acting under certainty LO 6: Apply various AI algorithms to solve the problems
Computer Networking: A Top-Down Approach (7th Edition)
7th Edition
ISBN:9780133594140
Author:James Kurose, Keith Ross
Publisher:James Kurose, Keith Ross
Chapter1: Computer Networks And The Internet
Section: Chapter Questions
Problem R1RQ: What is the difference between a host and an end system? List several different types of end...
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Transcribed Image Text:Given
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(E1,1)
Incorrect
solution, please
dont solve same
with this
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The mula fur w ond b 4 given below
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![[LO 5 & LO 6] Construct a support vector machine SVM (by hand
calculating it's hyperparameters Wi and b) that computes the AND
function. Use values +1 and -1 (instead of 1 and 0) for the target output,
so that the four input points and the corresponding target outputs look
like ([0, 0], -1); ([1, 0], -1); ([0, 1], - 1); and ([1, 1], 1]. Draw those four
input points along with the decision boundary function (W*X +b) in
the Euclidean space. What is the margin?. Check also the correctness
of your SVM model with the test input points [1.5, 0.2] and [0.8, 02].
Please consult to AIMA 3rd Edition pp.744-748.
Learning Outcomes:
LO 5: Apply various techniques to an agent when acting under
certainty
LO 6: Apply various AI algorithms to solve the problems](/v2/_next/image?url=https%3A%2F%2Fcontent.bartleby.com%2Fqna-images%2Fquestion%2F67c7b2bb-ed45-4c8d-8524-f83b8daeeeb4%2F8a9cec7d-2172-4ea7-9592-462bf7712969%2Fz0orrs6_processed.png&w=3840&q=75)
Transcribed Image Text:[LO 5 & LO 6] Construct a support vector machine SVM (by hand
calculating it's hyperparameters Wi and b) that computes the AND
function. Use values +1 and -1 (instead of 1 and 0) for the target output,
so that the four input points and the corresponding target outputs look
like ([0, 0], -1); ([1, 0], -1); ([0, 1], - 1); and ([1, 1], 1]. Draw those four
input points along with the decision boundary function (W*X +b) in
the Euclidean space. What is the margin?. Check also the correctness
of your SVM model with the test input points [1.5, 0.2] and [0.8, 02].
Please consult to AIMA 3rd Edition pp.744-748.
Learning Outcomes:
LO 5: Apply various techniques to an agent when acting under
certainty
LO 6: Apply various AI algorithms to solve the problems
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