Notice that one color is assigned to many outlier points. Meanwhile, one data lump is split between two other colors. Simply put, six data lumps are connected to six reasonable clusters, while one data lump and one cluster are not properly assigned. What happened?






Select one:
A. It looks the same as when k= 2
B. One region of space without a lump got a cluster, and two lumps got a single cluster
C. Several clusters were devoted to regions of space without a lump Several clusters were devoted to regions of space without a lump
D. Two regions of space without lumps got clusters, and three lumps got a single cluster