Mechanism

No. of Instances

C=2
(No of samples)

C=5
(No of samples)

C=10
(No ofsamples)

C=15
(No of samples)

Empty Clusters

K –Mean
Clustering

50

C1=38,
C2=12

C1=4,C2=13,
C3=6,C4=16,
C5=11

C1=6,C2=4,
C3=4,C4=8,
C5=3,C6=6,
C7=4,C8=9,
C9=0,C10=6

C1=1,C2=4,C3=3,
C4=1,C5=3,C6=8,
C7=4,C8=1,C9=6,
C10=2,C11=6,C12=8,
C13=0,C14=3,C15=0

Yes, at Clusters number
C=10,
C=15

EBM Clustering

50

C1=29,
C2=21

C1=8,C2=11,
C3=10,C4=10,
C5=11

C1=8,C2=8,
C3=6,C4=10,
C5=3,C6=4,
C7=3,C8=4,
C9=2,C10=2

C1=8,C2=8,C3=6,
C7=3,C8=2,C9=2,
C10=2,C11=3,C12=2,
C13=1,C14=1,C15=1

No