The k-NN algorithm is particularly advantageous in histology for several reasons:
Simplicity: The algorithm is easy to implement and understand. Interpretability: The results are easy to interpret, especially when visualizing the neighbors of a query point. Flexibility: It can be used for both classification and regression tasks in histological studies.