Question
Three computers, A, B, and C, have the numerical features listed below: Feature A B C Processor Speed 3.06 2.68 2.92 Disk Size 500 320
Three computers, A, B, and C, have the numerical features listed below:
Feature | A | B | C |
Processor Speed | 3.06 | 2.68 | 2.92 |
Disk Size | 500 | 320 | 640 |
Main-Memory Size | 6 | 4 | 6 |
We may imagine these values as defining a vector for each computer; for instance, As vector is [3.06, 500, 6]. We can compute the cosine distance between any two of the vectors, but if we do not scale the components, then the disk size will dominate and make differences in the other components essentially invisible. Let us use 1 as the scale factor for processor speed, ? for the disk size, and ? for the main memory size.
(a) In terms of ? and ?, compute the cosines of the angles between the vectors for each pair of the three computers. (
b) What are the angles between the vectors if ? = ? = 1?
(c) What are the angles between the vectors if ? = 0.01 and ? = 0.5?
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