6. Following data are coming from a biometric system. It has four sensors. The designer decides to reduce its sensors to two to make the system more cost-effective. Use the ReliefF algorithm to suggest which two sensors should be kept? Show your work. (Note: set the parameter k to be 2, use Euclidean distance to calculate differences between samples, and iterate three times to update weight vector. You are not allowed to use code to solve this question. ) S1 S2 S3 S4 Label 6 1 1 7 4 2 4 4 3 2 1 6 4 2 2 1 8 6. 2 9 6. 3 7 2 5 3 3 1

Database System Concepts
7th Edition
ISBN:9780078022159
Author:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Publisher:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Chapter1: Introduction
Section: Chapter Questions
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7.

6. Following data are coming from a biometric system. It has four sensors. The designer
decides to reduce its sensors to two to make the system more cost-effective. Use the
ReliefF algorithm to suggest which two sensors should be kept? Show your work. (Note:
set the parameter k to be 2, use Euclidean distance to calculate differences between
samples, and iterate three times to update weight vector. You are not allowed to use
code to solve this question. )
S1
S2
S3
S4
Label
1
2
1
7
4
2
4
4
2
1
6
4
2
2
1
8
6.
2
9
6.
3
5
7
5
6
3
3
1
Transcribed Image Text:6. Following data are coming from a biometric system. It has four sensors. The designer decides to reduce its sensors to two to make the system more cost-effective. Use the ReliefF algorithm to suggest which two sensors should be kept? Show your work. (Note: set the parameter k to be 2, use Euclidean distance to calculate differences between samples, and iterate three times to update weight vector. You are not allowed to use code to solve this question. ) S1 S2 S3 S4 Label 1 2 1 7 4 2 4 4 2 1 6 4 2 2 1 8 6. 2 9 6. 3 5 7 5 6 3 3 1
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