Histopathological Breast Cancer Image Classification by Deep Neural Network Techniques Guided by Local Clustering

Algorithm 1

-Means algorithm [18].

(1) Consider a set of data points where

.

(2) Consider the cluster set ; here

represents the number of cluster, and their corresponding

centroid point is

(3) Any data point assigned to a particular cluster

based on is given by

(4) Calculate the new centroid:

(5) If no new data point is found stop the search.