How does the choice of initialization. $14$

method influence the convergence and

$?$quality of K$-$Means clustering

a$.$ Initialization methods have no impact on

$K-$Means clustering.

b$.$ K$-$Means$++$ initialization provides a

better starting point and can lead to faster

convergence.

c$.$ Random initialization often results in

faster convergence and better clustering

quality.

d$.$ The choice of initialization method only

affects the value of $K.$