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On the senate dataset, running spectral clustering for various values of K gives the following:

{| border=1
|-
! K
! False positives
! False negatives
|-
| 5
| .606
| .058
|-
| 10
| .354
| .078
|-
| 15
| .126
| .078
|-
| 20
| .193
| .094
|-
| 25
| .157
| .107
|-
| 30
| .135 
| .114
|}

--[[User:Jcone|Jcone]] 18:27, 7 April 2008 (EDT)

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