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Please someone assist me with the following problem please! 5. K-nearest-neighbor Given the training data set shown...

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Advance Math

Please someone assist me with the following problem please!

5. K-nearest-neighbor

Given the training data set shown below

Sample

x

Y

Label?

1

1

5

Yes

2

2

4

Yes

3

3

2

No

4

0

1

Yes

5

5

5

No

6

4

4

No

Predict the label for a sample, [2, 2] by using

1) 1-nearest neighbor. Show steps.

2) 3-nearest neighbor. Show steps.

6. K-means

Given six data points,

X1: (1, 1)

X2: (5, 5)

X3: (1, 2)

X4: (4, 4)

X5: (2, 2)

X6: (4, 5)

1) Plot all the points on a two-dimensional plane.

2) Supposing initial centroids are (5, 3) and (2, 4), group sixpoints into two clusters by using L1 norm distance measure. Showsteps.

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