Computer scienceData scienceMachine learningClustering

DBSCAN

The border points

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Suppose we have the following set of x-y coordinates:

[15, 3],
[17, 2],
[17, 4],
[19, 4],
[20, 9],
[13, 7],
[8, 7],
[13, 2],
[12, 11],
[15, 10],
[13, 9]

We set the minimum number of points to 3 and $\epsilon =3$ . Below is the point plot:

A plot with different points, their coordinates, and epsilon neighborhoods

Each point type (border, core, or noise) is assigned a specific color: red, blue, or green. Which color corresponds to the border points and how many border points are there?

Select one option from the list

Blue, 2

Red, 5

Green, 4

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