Table 2 Comparative parameter settings.

From: Detection of kidney bean leaf spot disease based on a hybrid deep learning model

Range of K values

Experimental group

Theoretical basis

5–15

Under-segmentation group

Verifies the risk of missing small lesions due to large clusters

20

Target group

Assumed optimal parameter

25–35

Over-segmentation group

Assesses the impact of noise interference when clusters are too numerous