Question: 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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