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Deep Learning, End Term

May 2025 term, 31 Aug 2025, Set QIC1

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Question 1

+2−0Single correct

Select one option

A.
XOR
B.
AND
C.
OR
D.
NAND
E.
None of these

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Step chart of Number of Correctly Classified (NCC) points versus threshold theta from 0 to 3 for a two-input MP neuron, with question text asking which Boolean function the graph represents Based on the two statements provided choose the correct option?\ **Statement 1:** Optimization’s primary goal is to reduce the training error.\ **Statement 2:** Regularization helps to prevent overfitting, which in turn reduces the training error. Plot of a tower function f(x) that rises to 2 near x = 0 and falls back to 0 near x = 5, with the question "Which of the following could be the correct equation for this plot?"