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There are 9 types of robot sensors available on the market (A, B, C, D, E, F, G, H, I) that are produced by two manufacturers X and Y (we don’t know which sensor is produced by which one of the manufacturers). We have done some lab tests to measure the performance of each robot sensor in terms of two features/attributes. These two features include: “accuracy” (closeness of the measurements to a specific value) and “precision” (closeness of the measurements to each other). The scores of each robot sensor with respect to each feature (in terms of a quantitative value between 1 and 5 are reported in below Table.     Type of sensor  Accuracy Precision A 5 3 B 5 2 C 3 1 D 2 1 E 4 2 F 2 2 G 2 3 H 1 3 I 5 4   Using K-means clustering algorithm, could you predict which robot sensor have been produced by manufacturer X and which one(s) by manufacturer Y?

There are 9 types of robot sensors available on the market (A, B, C, D, E, F, G, H, I) that are produced by two manufacturers X and Y (we don’t know which sensor is produced by which one of the manufacturers). We have done some lab tests to measure the performance of each robot sensor in terms of two features/attributes. These two features include: “accuracy” (closeness of the measurements to a specific value) and “precision” (closeness of the measurements to each other). The scores of each robot sensor with respect to each feature (in terms of a quantitative value between 1 and 5 are reported in below Table.     Type of sensor  Accuracy Precision A 5 3 B 5 2 C 3 1 D 2 1 E 4 2 F 2 2 G 2 3 H 1 3 I 5 4   Using K-means clustering algorithm, could you predict which robot sensor have been produced by manufacturer X and which one(s) by manufacturer Y?

Computer Networking: A Top-Down Approach (7th Edition)
Computer Networking: A Top-Down Approach (7th Edition)
7th Edition
ISBN:9780133594140
Author:James Kurose, Keith Ross
Publisher:James Kurose, Keith Ross
Chapter1: Computer Networks And The Internet
Section: Chapter Questions
Problem R1RQ: What is the difference between a host and an end system? List several different types of end...
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Q1 - There are 9 types of robot sensors available on the market (A, B, C, D, E, F, G, H, I) that are produced by two manufacturers X and Y (we don’t know which sensor is produced by which one of the manufacturers). We have done some lab tests to measure the performance of each robot sensor in terms of two features/attributes. These two features include: “accuracy” (closeness of the measurements to a specific value) and “precision” (closeness of the measurements to each other). The scores of each robot sensor with respect to each feature (in terms of a quantitative value between 1 and 5 are reported in below Table.

 

 

Type of sensor 

Accuracy

Precision

A

5

3

B

5

2

C

3

1

D

2

1

E

4

2

F

2

2

G

2

3

H

1

3

I

5

4

 

Using K-means clustering algorithm, could you predict which robot sensor have been produced by manufacturer X and which one(s) by manufacturer Y? 

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