Jitesh JiteshPshah

## Distance equation
ρ(point,centroid) = |x2 – x1| + |y2 – y1|

## Cluster_points.csv

          
            Points
            Centroid1
            Centroid2
            centroid3

            
              
              (4 3)
              (7 7)
              (6 5)

            
              A(1 2)

            
              B(2 4)

            
              C(3 3)

            
              D(4 3)

            
              E(4 6)

            
              F(5 8)

            
              G(7 7)

            
              H(8 5)

## centroid-point distance example.tex
ρ(point,centroid) = |x2 – x1| + |y2 – y1|
ρ((1,5), (4,2)) = |x2 – x1| + |y2 – y1|
		= |1 – 4| + |5 – 2|
		= 3 + 3
		= 6
ρ((1,5), (2,9)) = |x2 – x1| + |y2 – y1|
		= |1 – 2| + |5 – 9|
		= 1 + 4
		= 5
ρ((1,5), (6,9)) = |x2 – x1| + |y2 – y1|

## data.csv

          
            sr.no
            No of Bedrooms
            Cost of the house($ 1000)

            
              1
              5
              460

            
              2
              2
              230

            
              3
              3
              300

            
              4
              4
              385

            
              5
              1
              150

            
              6
              3
              325
Points	Centroid1	Centroid2	centroid3
	(4 3)	(7 7)	(6 5)
A(1 2)
B(2 4)
C(3 3)
D(4 3)
E(4 6)
F(5 8)
G(7 7)
H(8 5)
	ρ(point,centroid) = \|x2 – x1\| + \|y2 – y1\|
	ρ((1,5), (4,2)) = \|x2 – x1\| + \|y2 – y1\|
	= \|1 – 4\| + \|5 – 2\|
	= 3 + 3
	= 6
	ρ((1,5), (2,9)) = \|x2 – x1\| + \|y2 – y1\|
	= \|1 – 2\| + \|5 – 9\|
	= 1 + 4
	= 5
	ρ((1,5), (6,9)) = \|x2 – x1\| + \|y2 – y1\|
sr.no	No of Bedrooms	Cost of the house($ 1000)
1	5	460
2	2	230
3	3	300
4	4	385
5	1	150
6	3	325