Unexpected Clustering Result with Given Parameters

[yata0]

I've encountered an unexpected behavior in the clustering of my text corpus. The corpus contains the following texts:

• text1
• text2
• text3
  Based on the distance metric used, it is observed that dist(text1, text2) < dist(text1, text3). However, the clustering algorithm has grouped text1 with text3 and identified text2 as an isolated point. This result is contrary to my expectations.

Parameters Used:

• min_cluster_size = 2
• min_samples = 2
• distance: Euclidean distance