You will first consider K$-$means clustering with

$.$ To initialize, you will use house #$1$ as the center in cluster $1,$ and house #$4$ as the center in cluster $2.$ After iteration $1,$ what are the clustering output?

Group of answer choices

Cluster $1$: $1,4,6$; Cluster $2$: $2,3,5$

Cluster $1$: $1,2,6$; Cluster $2$: $3,4,5$

Cluster $1$: $1,2,3,6$; Cluster $2$: $4,5$

Cluster $1$: $1,2,3$; Cluster $2$: $4,5,6$