Problem 2: Compare Different eps Values

Problem Description

Write a Python program that applies DBSCAN with two different eps values on the same dataset, comparing how the resulting clusters (and noise points) differ.

Input

A 2D dataset.

Output

Cluster assignments using each eps value.

Constraints

• Use the same min_samples for both runs.

Example Input

text
(A dataset with 2 groups of varying spread)

Example Output

text
eps=1: [...]
eps=3: [...]

Concepts Covered

eps parameter comparison.