(1) Load Clusters from File
(2) Load Data
(3) Load Data to File
(1/2/3):2
OutLook	Temperature	Humidity	Wind	PlayTennis
 1 sunny		30.3	high		weak		no
 2 sunny		30.3	high		strong	no
 3 overcast	30.0	high		weak		yes
 4 rain		13.0	high		weak		yes
 5 rain		0.0	normal	weak		yes
 6 rain		0.0	normal	strong	no
 7 overcast	0.1	normal	strong	yes
 8 sunny		13.0	high		weak		no
 9 sunny		0.1	normal	weak		yes
 10 rain		12.0	normal	weak		yes
 11 sunny		12.5	normal	strong	yes
 12 overcast	12.5	high		strong	yes
 13 overcast	29.21	normal	weak		yes
 14 rain		12.5	high		strong	no
Insert radius (>0):1
Insert type Distance( Euclidea/Edit) : Edit
Number of clusters:10
0:Centroid=(rain 12.5 high strong no )
Examples:
[rain 12.5 high strong no ] dist=0.0
AvgDistance=0.0
1:Centroid=(overcast 29.21 normal weak yes )
Examples:
[overcast 29.21 normal weak yes ] dist=0.0
AvgDistance=0.0
2:Centroid=(overcast 12.5 high strong yes )
Examples:
[overcast 12.5 high strong yes ] dist=0.0
AvgDistance=0.0
3:Centroid=(sunny 12.5 normal strong yes )
Examples:
[sunny 12.5 normal strong yes ] dist=0.0
AvgDistance=0.0
4:Centroid=(overcast 0.1 normal strong yes )
Examples:
[overcast 0.1 normal strong yes ] dist=0.0
AvgDistance=0.0
5:Centroid=(rain 0.0 normal strong no )
Examples:
[rain 0.0 normal strong no ] dist=0.0
AvgDistance=0.0
6:Centroid=(rain 13.0 high weak yes )
Examples:
[rain 13.0 high weak yes ] dist=0.0
AvgDistance=0.0
7:Centroid=(overcast 30.0 high weak yes )
Examples:
[overcast 30.0 high weak yes ] dist=0.0
AvgDistance=0.0
8:Centroid=(rain 0.0 normal weak yes )
Examples:
[rain 0.0 normal weak yes ] dist=0.0
[sunny 0.1 normal weak yes ] dist=0.5033003300330033
[rain 12.0 normal weak yes ] dist=0.396039603960396
AvgDistance=0.2997799779977998
9:Centroid=(sunny 30.3 high weak no )
Examples:
[sunny 30.3 high weak no ] dist=0.0
[sunny 30.3 high strong no ] dist=1.0
[sunny 13.0 high weak no ] dist=0.570957095709571
AvgDistance=0.5236523652365236
























(1) Load Clusters from File
(2) Load Data
(3) Load Data to File
(1/2/3):2
OutLook	Temperature	Humidity	Wind	PlayTennis
 1 sunny		30.3	high		weak		no
 2 sunny		30.3	high		strong	no
 3 overcast	30.0	high		weak		yes
 4 rain		13.0	high		weak		yes
 5 rain		0.0	normal	weak		yes
 6 rain		0.0	normal	strong	no
 7 overcast	0.1	normal	strong	yes
 8 sunny		13.0	high		weak		no
 9 sunny		0.1	normal	weak		yes
 10 rain		12.0	normal	weak		yes
 11 sunny		12.5	normal	strong	yes
 12 overcast	12.5	high		strong	yes
 13 overcast	29.21	normal	weak		yes
 14 rain		12.5	high		strong	no
Insert radius (>0):2
Insert type Distance( Euclidea/Edit) : Edit
Number of clusters:3
0:Centroid=(overcast 30.0 high weak yes )
Examples:
[overcast 30.0 high weak yes ] dist=0.0
[overcast 12.5 high strong yes ] dist=1.5775577557755776
AvgDistance=0.7887788778877888
1:Centroid=(sunny 30.3 high strong no )
Examples:
[sunny 30.3 high weak no ] dist=1.0
[sunny 30.3 high strong no ] dist=0.0
[sunny 13.0 high weak no ] dist=1.5709570957095709
[rain 12.5 high strong no ] dist=1.0874587458745875
AvgDistance=0.9146039603960396
2:Centroid=(rain 0.0 normal weak yes )
Examples:
[rain 13.0 high weak yes ] dist=1.4290429042904291
[rain 0.0 normal weak yes ] dist=0.0
[rain 0.0 normal strong no ] dist=2.0
[overcast 0.1 normal strong yes ] dist=1.5033003300330035
[sunny 0.1 normal weak yes ] dist=0.5033003300330033
[rain 12.0 normal weak yes ] dist=0.396039603960396
[sunny 12.5 normal strong yes ] dist=1.9125412541254125
[overcast 29.21 normal weak yes ] dist=1.464026402640264
AvgDistance=1.1510313531353136