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1. The following dataset has three data points with two attributes (also called features), f1 and f2: f1 f2 a 1 0 b 10 10

1. The following dataset has three data points with two attributes (also called features), f1 and f2:

f1 f2
a 1 0
b 10 10
c 1 2

Which two points are closest when proximity is measured using cosine?

A. b and c

B. a and b

C a and C

2. Let vector u=(10,10), Which of the following is the unit length transformation of u?

(1, 1)

(0, 1)

(1/sqrt(2), 1/sqrt(2)), or approximately (0.707, 0.707)

(0.5, 0.5)

3.

Let u=(1, 0, 1), v=(0, 1, 0). What is the dot product of u and v?

0

1

sqrt(2)

3

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