Which one of the following statements about the K$-$means clustering is incorrect?

a$.$

The goal of the k$-$means clustering is to partition $($n$)$ observation into $($k$)$ clusters

b$.$

K$-$means clustering can be defined as the method of quantization

c$.$

The nearest neighbor is the same as the K$-$means

d$.$

All of the above