Consider the following classifier: {sgn (02x² + 01x + 0) , 0o,01,02 eR}where 1 if æ > 0 0 otherwise H sgn (æ) = Draw the classifier on a piece of paper for 2 or 3 different parameter configurations to gain a better intuition. Now consider the data points A=1, B=2, C=3, D=4. (Data points in one dimension are just numbers!) Can H shatter point A? O True O False Question 27 Can H shatter points A and B? O True O False Question 28 Can H shatter points A, B, and C? O True O False

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Question 26
Consider the following classifier:
{sgn (62x2 + 01x + 0) , 00,01, 02 ER}where
1 if æ > 0
O otherwise
— Н
sgn (a) =
Draw the classifier on a piece of paper for 2 or 3 different parameter
configurations to gain a better intuition.
Now consider the data points A=1, B=2, C=3, D=4. (Data points in one
dimension are just numbers!)
Can H shatter point A?
O True
O False
Question 27
Can H shatter points A and B?
O True
O False
Question 28
Can H shatter points A, B, and C?
O True
O False
Transcribed Image Text:Question 26 Consider the following classifier: {sgn (62x2 + 01x + 0) , 00,01, 02 ER}where 1 if æ > 0 O otherwise — Н sgn (a) = Draw the classifier on a piece of paper for 2 or 3 different parameter configurations to gain a better intuition. Now consider the data points A=1, B=2, C=3, D=4. (Data points in one dimension are just numbers!) Can H shatter point A? O True O False Question 27 Can H shatter points A and B? O True O False Question 28 Can H shatter points A, B, and C? O True O False
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