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Reload this Page Easy to use Offensive Power Rankings (OPR) program for mid-regional scouting
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  #61   Spotlight this post!  
Unread 08-03-2009, 11:32
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Re: Easy to use Offensive Power Rankings (OPR) program for mid-regional scouting
It doesn't seem to matter how I redo the matrices, nor whether I use LU or QR decomposition, I keep getting these numbers and they don't match up with the OPRNet.exe data:

My Output
Code:
Washington DC Regional
01.    Team 2199	W:5	L:2	OPR:25.39	DPR:15.13	PMR:10.26
02.    Team 2377	W:6	L:1	OPR:22.73	DPR:7.89	PMR:14.83
03.    Team 0045	W:7	L:0	OPR:21.54	DPR:5.66	PMR:15.88
04.    Team 0234	W:6	L:1	OPR:19.74	DPR:13.76	PMR:5.98
05.    Team 0365	W:4	L:3	OPR:19.58	DPR:11.78	PMR:7.80
OPRNet.exe Output
Code:
Solve complete.
 Pos  Team     OPR     SAA      PM
   1  2199   44.74    26.5   18.24
   2   365   35.45   13.81   21.63
   3    45   34.37 -0.7267   35.09
   4  2377   32.05   7.856   24.19
   5   234   31.55   23.53   8.021
On another interesting note, if you take the sum of the entire 'PMR' column for all teams within a regional on either, you get 0.

WARNING: Attachment has some gui bugs. It also creates temp files for every regional/year, so I'd recommend putting it in a folder on its own. It also requires Java 1.6 since it does some neat enumeration and comparator stuff. To run it, just double-click it.
Attached Files
File Type: zip OPRJava.zip (110.5 KB, 80 views)
File Type: zip OPRJavaSource.zip (49.4 KB, 61 views)
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  #62   Spotlight this post!  
Unread 08-03-2009, 12:06
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Re: Easy to use Offensive Power Rankings (OPR) program for mid-regional scouting
Quote:
Originally Posted by JesseK View Post
It doesn't seem to matter how I redo the matrices, nor whether I use LU or QR decomposition, I keep getting these numbers and they don't match up with the OPRNet.exe data:
Can you post your M matrix for the DC regional for us to compare?
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  #63   Spotlight this post!  
Unread 08-03-2009, 12:43
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Re: Easy to use Offensive Power Rankings (OPR) program for mid-regional scouting
M:
Code:
  14   0   0   0   0   0   0   1   0   0   0   0   0   1   0   1   1   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   1   0   1   0   0   0   1   0   1   1   1   0   0   1   0   1   0   0   0   0   1   0   1   0   0   0   0   0
   0  14   0   0   0   0   0   0   1   0   0   0   0   1   0   0   1   0   0   0   0   0   0   1   0   1   0   0   0   0   1   1   0   0   1   1   0   0   1   0   0   0   0   0   0   0   1   1   0   0   0   0   0   0   0   0   0   0   0   1   0   0   0   1   0
   0   0  14   0   0   0   0   0   0   1   0   1   0   0   0   0   0   0   0   0   0   0   1   0   0   0   0   0   1   0   0   0   0   1   0   0   0   1   0   0   0   0   1   0   0   0   0   0   0   1   1   0   0   0   0   0   1   0   1   1   1   0   1   0   0
   0   0   0  14   0   1   1   0   0   0   0   0   0   1   0   0   0   0   0   0   0   1   1   0   0   0   0   0   1   0   0   1   0   0   0   0   1   0   1   0   0   0   0   0   0   0   0   0   1   0   0   0   0   0   0   0   0   0   1   0   1   1   0   0   1
   0   0   0   0  14   0   0   1   1   0   0   0   0   0   0   0   0   1   0   0   1   0   0   0   0   0   0   1   0   1   0   0   1   0   0   0   1   1   0   0   1   0   0   0   0   0   0   0   1   0   1   0   0   0   0   0   0   0   1   0   0   0   0   1   0
   0   0   0   1   0  14   1   0   0   0   0   0   0   0   0   0   0   0   0   1   1   1   0   0   0   0   0   0   1   0   0   0   1   0   0   0   0   0   0   0   0   0   0   1   1   0   0   1   0   0   1   0   0   0   0   0   0   0   0   0   0   1   1   0   1
   0   0   0   1   0   1  14   0   0   0   0   1   0   0   0   0   1   0   0   0   1   0   1   0   0   0   0   0   1   0   0   0   0   1   0   0   0   0   0   0   0   0   1   0   0   1   0   1   0   0   0   0   0   0   0   0   0   1   0   0   1   0   0   0   1
   1   0   0   0   1   0   0  14   0   1   0   1   0   0   1   0   1   0   0   0   0   0   0   0   1   1   0   0   0   0   0   0   0   0   0   0   1   0   0   0   0   0   0   0   0   0   0   0   1   0   1   0   0   0   0   0   0   1   1   0   0   1   0   0   0
   0   1   0   0   1   0   0   0  14   0   0   0   0   0   0   1   0   0   0   0   0   0   1   1   1   0   0   1   1   0   0   1   1   0   0   0   0   0   0   0   0   0   1   0   0   1   1   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   1
   0   0   1   0   0   0   0   1   0  14   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   1   1   0   0   0   1   0   0   0   0   1   0   0   0   0   0   0   1   1   0   1   0   0   0   0   0   1   1   0   0   1   1   0   1
   0   0   0   0   0   0   0   0   0   0  14   0   1   0   1   0   0   0   1   0   1   1   0   0   0   0   0   0   0   0   0   0   0   0   1   1   0   0   0   1   0   0   1   1   0   1   0   0   0   1   0   0   0   0   1   0   0   0   0   0   0   1   0   0   0
   0   0   1   0   0   0   1   1   0   0   0  14   0   0   1   1   0   0   0   0   0   0   0   0   1   0   1   1   0   0   0   0   0   0   0   0   0   0   0   0   1   0   0   0   0   0   0   1   0   0   0   0   0   0   0   1   0   1   0   1   0   0   0   1   0
   0   0   0   0   0   0   0   0   0   0   1   0  14   1   0   0   0   0   0   0   1   0   0   0   0   0   0   1   0   0   0   0   0   0   0   1   0   0   1   1   0   1   1   0   1   0   0   0   0   1   0   1   1   0   0   0   0   0   0   0   0   0   0   1   0
   1   1   0   1   0   0   0   0   0   0   0   0   1  14   0   0   0   1   1   0   1   0   0   0   0   1   0   1   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   1   0   0   0   0   1   0   0   1   1   0   0   0   0   0   0   0   0   1   0   0   0
   0   0   0   0   0   0   0   1   0   0   1   1   0   0  14   1   1   0   1   1   1   0   0   0   0   0   1   0   0   0   0   0   0   0   1   1   0   0   0   1   1   0   0   0   0   0   0   0   0   0   0   0   0   0   0   1   0   0   0   0   0   0   0   0   0
   1   0   0   0   0   0   0   0   1   0   0   1   0   0   1  14   0   0   1   1   0   0   0   1   0   1   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   1   0   0   0   1   0   0   0   1   0   0   0   0   0   1   0   0   1   1   0   0   0   0   0
   1   1   0   0   0   0   1   1   0   0   0   0   0   0   1   0  14   0   0   0   0   1   0   1   0   1   0   0   0   0   1   0   0   0   0   1   0   0   1   0   0   0   0   0   0   0   0   0   0   0   0   0   1   1   0   0   0   0   0   0   1   0   0   0   0
   0   0   0   0   1   0   0   0   0   0   0   0   0   1   0   0   0  14   0   0   1   0   0   0   0   0   1   0   0   0   0   0   0   0   0   1   0   0   1   0   0   0   1   1   0   0   0   1   0   0   1   0   1   0   0   1   0   0   0   0   1   0   0   0   1
   0   0   0   0   0   0   0   0   0   0   1   0   0   1   1   1   0   0  14   0   0   0   0   1   0   0   0   0   0   1   1   0   0   0   0   0   0   1   0   0   0   0   1   0   0   0   0   0   0   1   0   1   0   1   0   1   0   0   0   0   1   0   0   0   0
   0   0   0   0   0   1   0   0   0   0   0   0   0   0   1   1   0   0   0  14   0   1   0   0   1   0   0   0   0   0   0   0   0   0   1   0   0   0   0   0   1   1   0   0   0   0   0   0   0   0   0   0   0   1   0   1   1   1   0   1   1   0   0   0   0
   0   0   0   0   1   1   1   0   0   0   1   0   1   1   1   0   0   1   0   0  14   0   0   0   0   0   0   0   1   0   0   0   0   0   0   0   0   0   0   1   0   0   0   0   0   0   0   0   1   0   0   0   1   0   0   0   1   0   1   0   0   0   0   0   0
   0   0   0   1   0   1   0   0   0   0   1   0   0   0   0   0   1   0   0   1   0  14   0   0   0   0   0   1   0   0   1   1   0   1   0   0   0   0   1   1   0   0   0   0   1   0   0   0   0   0   0   0   0   0   0   1   0   0   0   0   0   1   0   0   0
   0   0   1   1   0   0   1   0   1   0   0   0   0   0   0   0   0   0   0   0   0   0  14   0   0   1   0   0   0   0   0   0   0   0   0   1   1   1   0   0   1   0   1   0   0   1   0   1   1   0   1   0   0   0   0   0   0   0   0   0   0   0   0   0   0
   0   1   0   0   0   0   0   0   1   0   0   0   0   0   0   1   1   0   1   0   0   0   0  14   1   0   0   0   0   1   0   0   0   0   1   0   1   0   0   0   0   0   1   0   0   1   0   0   0   0   0   1   0   1   0   0   0   0   0   1   0   0   0   0   0
   0   0   0   0   0   0   0   1   1   0   0   1   0   0   0   0   0   0   0   1   0   0   0   1  14   0   1   0   0   1   0   0   0   0   0   0   0   0   0   0   0   1   0   0   1   1   0   0   0   0   0   0   0   0   0   0   1   0   1   1   0   0   0   0   1
   0   1   0   0   0   0   0   1   0   0   0   0   0   1   0   1   1   0   0   0   0   0   1   0   0  14   0   0   0   0   1   0   0   0   0   0   0   1   0   0   1   0   0   0   0   0   0   0   0   1   0   0   1   0   0   0   0   1   0   0   0   0   1   1   0
   0   0   0   0   0   0   0   0   0   0   0   1   0   0   1   0   0   1   0   0   0   0   0   0   1   0  14   0   0   1   0   0   0   1   1   1   0   0   0   1   1   0   0   0   1   0   0   0   0   0   0   0   0   0   1   0   0   0   0   0   0   0   1   0   1
   0   0   0   0   1   0   0   0   1   0   0   1   1   1   0   0   0   0   0   0   0   1   0   0   0   0   0  14   0   0   0   0   1   0   0   0   1   0   1   0   0   0   0   0   1   1   0   1   0   0   0   0   0   0   0   1   0   0   0   0   0   1   0   0   0
   0   0   1   1   0   1   1   0   1   0   0   0   0   0   0   0   0   0   0   0   1   0   0   0   0   0   0   0  14   0   0   0   1   0   0   0   0   0   0   0   1   0   0   0   0   0   0   1   0   0   0   1   1   0   1   0   0   0   1   1   0   0   0   0   0
   0   0   0   0   1   0   0   0   0   0   0   0   0   0   0   0   0   0   1   0   0   0   0   1   1   0   1   0   0  14   0   0   0   1   0   0   1   1   0   1   0   0   0   0   0   0   0   0   0   0   0   0   1   1   0   0   1   0   0   0   0   0   0   1   1
   0   1   0   0   0   0   0   0   0   0   0   0   0   0   0   0   1   0   1   0   0   1   0   0   0   1   0   0   0   0  14   0   1   1   1   0   0   0   0   1   0   1   1   0   0   0   0   0   0   0   0   0   0   0   1   0   0   0   0   0   1   0   1   0   0
   0   1   0   1   0   0   0   0   1   1   0   0   0   0   0   0   0   0   0   0   0   1   0   0   0   0   0   0   0   0   0  14   0   0   0   0   0   1   1   1   0   1   0   0   0   0   0   0   0   1   0   0   0   1   0   1   1   0   0   0   0   1   0   0   0
   0   0   0   0   1   1   0   0   1   1   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   1   1   0   1   0  14   0   0   0   0   0   0   0   1   0   1   0   0   0   0   0   0   0   0   1   1   0   1   1   0   0   0   0   0   1   0   0   0
   0   0   1   0   0   0   1   0   0   0   0   0   0   0   0   0   0   0   0   0   0   1   0   0   0   0   1   0   0   1   1   0   0  14   0   0   0   0   0   0   0   0   0   1   1   1   0   0   1   1   0   0   0   0   1   0   1   0   0   0   0   0   1   0   0
   0   1   0   0   0   0   0   0   0   0   1   0   0   0   1   0   0   0   0   1   0   0   0   1   0   0   1   0   0   0   1   0   0   0  14   1   0   0   0   0   1   0   0   0   0   0   1   0   0   0   0   1   0   0   1   1   0   0   0   0   1   0   0   0   0
   0   1   0   0   0   0   0   0   0   0   1   0   1   0   1   0   1   1   0   0   0   0   1   0   0   0   1   0   0   0   0   0   0   0   1  14   0   0   0   0   0   0   0   0   0   0   1   0   1   0   0   0   0   0   1   1   0   0   0   0   0   0   0   1   0
   0   0   0   1   1   0   0   1   0   1   0   0   0   0   0   0   0   0   0   0   0   0   1   1   0   0   0   1   0   1   0   0   0   0   0   0  14   0   0   0   0   0   0   0   1   1   1   0   1   0   1   0   0   0   0   0   0   0   0   0   0   0   1   0   0
   1   0   1   0   1   0   0   0   0   0   0   0   0   0   0   0   0   0   1   0   0   0   1   0   0   1   0   0   0   1   0   1   0   0   0   0   0  14   0   0   0   0   0   0   0   0   0   0   0   0   1   0   0   1   0   1   0   1   1   0   0   0   0   0   1
   0   1   0   1   0   0   0   0   0   0   0   0   1   0   0   0   1   1   0   0   0   1   0   0   0   0   0   1   0   0   0   1   0   0   0   0   0   0  14   0   0   0   0   0   0   1   0   0   0   0   0   1   0   1   0   0   1   0   0   1   1   0   0   0   0
   1   0   0   0   0   0   0   0   0   0   1   0   1   0   1   0   0   0   0   0   1   1   0   0   0   0   1   0   0   1   1   1   0   0   0   0   0   0   0  14   0   1   0   0   0   0   0   1   0   0   0   0   1   0   0   0   1   0   0   0   0   0   0   0   0
   0   0   0   0   1   0   0   0   0   0   0   1   0   0   1   0   0   0   0   1   0   0   1   0   0   1   1   0   1   0   0   0   1   0   1   0   0   0   0   0  14   0   0   0   0   0   0   0   0   0   1   0   1   0   1   0   0   0   0   0   0   0   0   1   0
   0   0   0   0   0   0   0   0   0   1   0   0   1   0   0   1   0   0   0   1   0   0   0   0   1   0   0   0   0   0   1   1   0   0   0   0   0   0   0   1   0  14   0   1   1   0   0   0   0   1   1   1   0   0   0   0   0   1   0   0   0   0   0   0   0
   0   0   1   0   0   0   1   0   1   0   1   0   1   0   0   0   0   1   1   0   0   0   1   1   0   0   0   0   0   0   1   0   1   0   0   0   0   0   0   0   0   0  16   1   0   0   1   0   0   0   0   0   0   0   0   0   0   0   0   0   0   1   0   1   1
   1   0   0   0   0   1   0   0   0   0   1   0   0   1   0   0   0   1   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   1   0   0   0   0   0   0   0   1   1  14   1   1   1   0   0   0   0   1   0   0   0   0   0   0   0   0   0   1   1   0   0
   0   0   0   0   0   1   0   0   0   0   0   0   1   0   0   0   0   0   0   0   0   1   0   0   1   0   1   1   0   0   0   0   0   1   0   0   1   0   0   0   0   1   0   1  14   0   0   0   0   0   1   0   0   0   1   0   0   0   0   0   0   0   1   0   1
   1   0   0   0   0   0   1   0   1   0   1   0   0   0   0   1   0   0   0   0   0   0   1   1   1   0   0   1   0   0   0   0   0   1   0   0   1   0   1   0   0   0   0   1   0  14   0   0   0   0   0   0   0   0   0   0   1   0   0   0   0   0   0   0   0
   1   1   0   0   0   0   0   0   1   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   1   1   1   0   0   0   0   0   1   1   0   0  14   1   0   1   0   1   0   0   0   0   0   0   0   1   0   1   1   0   0
   1   1   0   0   0   1   1   0   0   0   0   1   0   0   0   0   0   1   0   0   0   0   1   0   0   0   0   1   1   0   0   0   0   0   0   0   0   0   0   1   0   0   0   0   0   0   1  14   1   0   0   0   1   0   0   0   0   0   0   0   0   0   0   1   0
   0   0   0   1   1   0   0   1   0   1   0   0   0   1   0   0   0   0   0   0   1   0   1   0   0   0   0   0   0   0   0   0   0   1   0   1   1   0   0   0   0   0   0   0   0   0   0   1  14   1   0   0   0   0   0   0   0   1   0   0   0   0   0   1   0
   0   0   1   0   0   0   0   0   0   1   1   0   1   0   0   1   0   0   1   0   0   0   0   0   0   1   0   0   0   0   0   1   0   1   0   0   0   0   0   0   0   1   0   0   0   0   1   0   1  14   0   1   0   0   0   0   0   0   0   0   0   1   0   0   0
   1   0   1   0   1   1   0   1   0   0   0   0   0   0   0   0   0   1   0   0   0   0   1   0   0   0   0   0   0   0   0   0   0   0   0   0   1   1   0   0   1   1   0   0   1   0   0   0   0   0  14   0   0   0   0   0   0   1   0   0   0   0   1   0   0
   0   0   0   0   0   0   0   0   0   1   0   0   1   1   0   0   0   0   1   0   0   0   0   1   0   0   0   0   1   0   0   0   1   0   1   0   0   0   1   0   0   1   0   1   0   0   1   0   0   1   0  14   0   0   0   0   0   0   0   1   0   0   0   0   0
   1   0   0   0   0   0   0   0   0   0   0   0   1   1   0   0   1   1   0   0   1   0   0   0   0   1   0   0   1   1   0   0   1   0   0   0   0   0   0   1   1   0   0   0   0   0   0   1   0   0   0   0  14   0   1   0   0   0   0   0   0   0   0   0   0
   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   1   0   1   1   0   0   0   1   0   0   0   0   0   1   0   1   0   0   0   0   0   1   1   0   0   0   0   0   0   0   0   0   0   0   0   0   0  14   1   0   1   1   0   1   1   0   0   1   0
   0   0   0   0   0   0   0   0   0   0   1   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   1   0   1   0   1   0   1   1   1   1   0   0   0   0   1   0   0   0   1   0   0   0   0   0   0   0   1   1  14   0   0   0   0   0   0   0   0   1   1
   0   0   0   0   0   0   0   0   0   0   0   1   0   0   1   1   0   1   1   1   0   1   0   0   0   0   0   1   0   0   0   1   1   0   1   1   0   1   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0  14   1   0   0   0   0   0   0   0   0
   0   0   1   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   1   1   0   0   0   1   0   0   0   0   1   0   1   0   1   0   0   0   0   1   1   0   0   0   0   0   1   0   0   0   0   0   0   0   1   0   1  14   0   1   0   1   0   0   0   0
   1   0   0   0   0   0   1   1   0   1   0   1   0   0   0   0   0   0   0   1   0   0   0   0   0   1   0   0   0   0   0   0   0   0   0   0   0   1   0   0   0   1   0   0   0   0   0   0   1   0   1   0   0   1   0   0   0  14   0   0   0   0   1   1   0
   0   0   1   1   1   0   0   1   0   1   0   0   0   0   0   1   0   0   0   0   1   0   0   0   1   0   0   0   1   0   0   0   0   0   0   0   0   1   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   1   0  14   1   1   0   0   0   1
   1   1   1   0   0   0   0   0   0   0   0   1   0   0   0   1   0   0   0   1   0   0   0   1   1   0   0   0   1   0   0   0   0   0   0   0   0   0   1   0   0   0   0   0   0   0   1   0   0   0   0   1   0   1   0   0   0   0   1  14   0   0   0   0   0
   0   0   1   1   0   0   1   0   0   0   0   0   0   0   0   0   1   1   1   1   0   0   0   0   0   0   0   0   0   0   1   0   0   0   1   0   0   0   1   0   0   0   0   0   0   0   0   0   0   0   0   0   0   1   0   0   1   0   1   0  14   0   1   0   0
   0   0   0   1   0   1   0   1   0   1   1   0   0   1   0   0   0   0   0   0   0   1   0   0   0   0   0   1   0   0   0   1   1   0   0   0   0   0   0   0   0   0   1   1   0   0   1   0   0   1   0   0   0   0   0   0   0   0   0   0   0  14   0   0   0
   0   0   1   0   0   1   0   0   0   1   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   1   1   0   0   0   1   0   0   1   0   0   1   0   0   0   0   0   0   1   1   0   1   0   0   0   1   0   0   0   0   0   0   1   0   0   1   0  14   0   0
   0   1   0   0   1   0   0   0   0   0   0   1   1   0   0   0   0   0   0   0   0   0   0   0   0   1   0   0   0   1   0   0   0   0   0   1   0   0   0   0   1   0   1   0   0   0   0   1   1   0   0   0   0   1   1   0   0   1   0   0   0   0   0  14   0
   0   0   0   1   0   1   1   0   1   1   0   0   0   0   0   0   0   1   0   0   0   0   0   0   1   0   1   0   0   1   0   0   0   0   0   0   0   1   0   0   0   0   1   0   1   0   0   0   0   0   0   0   0   0   1   0   0   0   1   0   0   0   0   0  14
Corresponding SFor:
Code:
 310
 358
 388
 328
 409
 365
 541
 336
 345
 326
 410
 368
 348
 242
 335
 300
 481
 384
 312
 308
 361
 369
 322
 395
 321
 302
 387
 317
 317
 279
 327
 365
 406
 396
 228
 342
 360
 260
 365
 359
 319
 370
 589
 346
 438
 336
 312
 228
 312
 297
 454
 300
 273
 322
 414
 270
 331
 409
 356
 292
 412
 445
 324
 402
 328
Corresponding team/row map
Code:
1915
272
2068
1370
7
401
2199
1900
2729
1111
1731
2819
1522
1885
1872
1123
45
1629
1748
53
768
1279
2964
176
2962
2963
181
2961
538
2912
611
2913
2914
614
1849
1699
339
615
623
346
620
3046
2377
1719
1712
1727
1418
2121
449
2537
234
587
709
2421
118
357
116
597
836
2900
1446
365
2911
122
1793
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CAD Library Updated 5/1/16 - 2016 Curie/Carver Industrial Design Winner
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Last edited by JesseK : 08-03-2009 at 12:47.
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Re: Easy to use Offensive Power Rankings (OPR) program for mid-regional scouting
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Originally Posted by JesseK View Post
M:
Code:
  14   0   0   0   0   0   0   1   0   0   0   0   0   1   0   1   1   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   1   0   1   0   0   0   1   0   1   1   1   0   0   1   0   1   0   0   0   0   1   0   1   0   0   0   0   0
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   0   0   0   1   0   1   0   0   0   0   1   0   0   0   0   0   1   0   0   1   0  14   0   0   0   0   0   1   0   0   1   1   0   1   0   0   0   0   1   1   0   0   0   0   1   0   0   0   0   0   0   0   0   0   0   1   0   0   0   0   0   1   0   0   0
   0   0   1   1   0   0   1   0   1   0   0   0   0   0   0   0   0   0   0   0   0   0  14   0   0   1   0   0   0   0   0   0   0   0   0   1   1   1   0   0   1   0   1   0   0   1   0   1   1   0   1   0   0   0   0   0   0   0   0   0   0   0   0   0   0
   0   1   0   0   0   0   0   0   1   0   0   0   0   0   0   1   1   0   1   0   0   0   0  14   1   0   0   0   0   1   0   0   0   0   1   0   1   0   0   0   0   0   1   0   0   1   0   0   0   0   0   1   0   1   0   0   0   0   0   1   0   0   0   0   0
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   0   1   0   0   0   0   0   1   0   0   0   0   0   1   0   1   1   0   0   0   0   0   1   0   0  14   0   0   0   0   1   0   0   0   0   0   0   1   0   0   1   0   0   0   0   0   0   0   0   1   0   0   1   0   0   0   0   1   0   0   0   0   1   1   0
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   0   1   0   0   0   0   0   0   0   0   1   0   1   0   1   0   1   1   0   0   0   0   1   0   0   0   1   0   0   0   0   0   0   0   1  14   0   0   0   0   0   0   0   0   0   0   1   0   1   0   0   0   0   0   1   1   0   0   0   0   0   0   0   1   0
   0   0   0   1   1   0   0   1   0   1   0   0   0   0   0   0   0   0   0   0   0   0   1   1   0   0   0   1   0   1   0   0   0   0   0   0  14   0   0   0   0   0   0   0   1   1   1   0   1   0   1   0   0   0   0   0   0   0   0   0   0   0   1   0   0
   1   0   1   0   1   0   0   0   0   0   0   0   0   0   0   0   0   0   1   0   0   0   1   0   0   1   0   0   0   1   0   1   0   0   0   0   0  14   0   0   0   0   0   0   0   0   0   0   0   0   1   0   0   1   0   1   0   1   1   0   0   0   0   0   1
   0   1   0   1   0   0   0   0   0   0   0   0   1   0   0   0   1   1   0   0   0   1   0   0   0   0   0   1   0   0   0   1   0   0   0   0   0   0  14   0   0   0   0   0   0   1   0   0   0   0   0   1   0   1   0   0   1   0   0   1   1   0   0   0   0
   1   0   0   0   0   0   0   0   0   0   1   0   1   0   1   0   0   0   0   0   1   1   0   0   0   0   1   0   0   1   1   1   0   0   0   0   0   0   0  14   0   1   0   0   0   0   0   1   0   0   0   0   1   0   0   0   1   0   0   0   0   0   0   0   0
   0   0   0   0   1   0   0   0   0   0   0   1   0   0   1   0   0   0   0   1   0   0   1   0   0   1   1   0   1   0   0   0   1   0   1   0   0   0   0   0  14   0   0   0   0   0   0   0   0   0   1   0   1   0   1   0   0   0   0   0   0   0   0   1   0
   0   0   0   0   0   0   0   0   0   1   0   0   1   0   0   1   0   0   0   1   0   0   0   0   1   0   0   0   0   0   1   1   0   0   0   0   0   0   0   1   0  14   0   1   1   0   0   0   0   1   1   1   0   0   0   0   0   1   0   0   0   0   0   0   0
   0   0   1   0   0   0   1   0   1   0   1   0   1   0   0   0   0   1   1   0   0   0   1   1   0   0   0   0   0   0   1   0   1   0   0   0   0   0   0   0   0   0  16   1   0   0   1   0   0   0   0   0   0   0   0   0   0   0   0   0   0   1   0   1   1
   1   0   0   0   0   1   0   0   0   0   1   0   0   1   0   0   0   1   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   1   0   0   0   0   0   0   0   1   1  14   1   1   1   0   0   0   0   1   0   0   0   0   0   0   0   0   0   1   1   0   0
   0   0   0   0   0   1   0   0   0   0   0   0   1   0   0   0   0   0   0   0   0   1   0   0   1   0   1   1   0   0   0   0   0   1   0   0   1   0   0   0   0   1   0   1  14   0   0   0   0   0   1   0   0   0   1   0   0   0   0   0   0   0   1   0   1
   1   0   0   0   0   0   1   0   1   0   1   0   0   0   0   1   0   0   0   0   0   0   1   1   1   0   0   1   0   0   0   0   0   1   0   0   1   0   1   0   0   0   0   1   0  14   0   0   0   0   0   0   0   0   0   0   1   0   0   0   0   0   0   0   0
   1   1   0   0   0   0   0   0   1   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   1   1   1   0   0   0   0   0   1   1   0   0  14   1   0   1   0   1   0   0   0   0   0   0   0   1   0   1   1   0   0
   1   1   0   0   0   1   1   0   0   0   0   1   0   0   0   0   0   1   0   0   0   0   1   0   0   0   0   1   1   0   0   0   0   0   0   0   0   0   0   1   0   0   0   0   0   0   1  14   1   0   0   0   1   0   0   0   0   0   0   0   0   0   0   1   0
   0   0   0   1   1   0   0   1   0   1   0   0   0   1   0   0   0   0   0   0   1   0   1   0   0   0   0   0   0   0   0   0   0   1   0   1   1   0   0   0   0   0   0   0   0   0   0   1  14   1   0   0   0   0   0   0   0   1   0   0   0   0   0   1   0
   0   0   1   0   0   0   0   0   0   1   1   0   1   0   0   1   0   0   1   0   0   0   0   0   0   1   0   0   0   0   0   1   0   1   0   0   0   0   0   0   0   1   0   0   0   0   1   0   1  14   0   1   0   0   0   0   0   0   0   0   0   1   0   0   0
   1   0   1   0   1   1   0   1   0   0   0   0   0   0   0   0   0   1   0   0   0   0   1   0   0   0   0   0   0   0   0   0   0   0   0   0   1   1   0   0   1   1   0   0   1   0   0   0   0   0  14   0   0   0   0   0   0   1   0   0   0   0   1   0   0
   0   0   0   0   0   0   0   0   0   1   0   0   1   1   0   0   0   0   1   0   0   0   0   1   0   0   0   0   1   0   0   0   1   0   1   0   0   0   1   0   0   1   0   1   0   0   1   0   0   1   0  14   0   0   0   0   0   0   0   1   0   0   0   0   0
   1   0   0   0   0   0   0   0   0   0   0   0   1   1   0   0   1   1   0   0   1   0   0   0   0   1   0   0   1   1   0   0   1   0   0   0   0   0   0   1   1   0   0   0   0   0   0   1   0   0   0   0  14   0   1   0   0   0   0   0   0   0   0   0   0
   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   1   0   1   1   0   0   0   1   0   0   0   0   0   1   0   1   0   0   0   0   0   1   1   0   0   0   0   0   0   0   0   0   0   0   0   0   0  14   1   0   1   1   0   1   1   0   0   1   0
   0   0   0   0   0   0   0   0   0   0   1   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   1   0   1   0   1   0   1   1   1   1   0   0   0   0   1   0   0   0   1   0   0   0   0   0   0   0   1   1  14   0   0   0   0   0   0   0   0   1   1
   0   0   0   0   0   0   0   0   0   0   0   1   0   0   1   1   0   1   1   1   0   1   0   0   0   0   0   1   0   0   0   1   1   0   1   1   0   1   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0  14   1   0   0   0   0   0   0   0   0
   0   0   1   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   1   1   0   0   0   1   0   0   0   0   1   0   1   0   1   0   0   0   0   1   1   0   0   0   0   0   1   0   0   0   0   0   0   0   1   0   1  14   0   1   0   1   0   0   0   0
   1   0   0   0   0   0   1   1   0   1   0   1   0   0   0   0   0   0   0   1   0   0   0   0   0   1   0   0   0   0   0   0   0   0   0   0   0   1   0   0   0   1   0   0   0   0   0   0   1   0   1   0   0   1   0   0   0  14   0   0   0   0   1   1   0
   0   0   1   1   1   0   0   1   0   1   0   0   0   0   0   1   0   0   0   0   1   0   0   0   1   0   0   0   1   0   0   0   0   0   0   0   0   1   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   1   0  14   1   1   0   0   0   1
   1   1   1   0   0   0   0   0   0   0   0   1   0   0   0   1   0   0   0   1   0   0   0   1   1   0   0   0   1   0   0   0   0   0   0   0   0   0   1   0   0   0   0   0   0   0   1   0   0   0   0   1   0   1   0   0   0   0   1  14   0   0   0   0   0
   0   0   1   1   0   0   1   0   0   0   0   0   0   0   0   0   1   1   1   1   0   0   0   0   0   0   0   0   0   0   1   0   0   0   1   0   0   0   1   0   0   0   0   0   0   0   0   0   0   0   0   0   0   1   0   0   1   0   1   0  14   0   1   0   0
   0   0   0   1   0   1   0   1   0   1   1   0   0   1   0   0   0   0   0   0   0   1   0   0   0   0   0   1   0   0   0   1   1   0   0   0   0   0   0   0   0   0   1   1   0   0   1   0   0   1   0   0   0   0   0   0   0   0   0   0   0  14   0   0   0
   0   0   1   0   0   1   0   0   0   1   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   1   1   0   0   0   1   0   0   1   0   0   1   0   0   0   0   0   0   1   1   0   1   0   0   0   1   0   0   0   0   0   0   1   0   0   1   0  14   0   0
   0   1   0   0   1   0   0   0   0   0   0   1   1   0   0   0   0   0   0   0   0   0   0   0   0   1   0   0   0   1   0   0   0   0   0   1   0   0   0   0   1   0   1   0   0   0   0   1   1   0   0   0   0   1   1   0   0   1   0   0   0   0   0  14   0
   0   0   0   1   0   1   1   0   1   1   0   0   0   0   0   0   0   1   0   0   0   0   0   0   1   0   1   0   0   1   0   0   0   0   0   0   0   1   0   0   0   0   1   0   1   0   0   0   0   0   0   0   0   0   1   0   0   0   1   0   0   0   0   0  14
OK, the only difference is in the main diagonal of the M matrix. S results are correct. You're counting each team twice in the "how much matches played with itself". Dividing the main diagonal by 2 will do the trick, though fixing the logic might be wiser (and just as easy).

I also find it easier to work with the team list sorted from low to high. For instance, with your numbers, I had to sort, transpose, and sort again to match mine.

Let us know when it's fixed!
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Re: Easy to use Offensive Power Rankings (OPR) program for mid-regional scouting
Quote:
I also find it easier to work with the team list sorted from low to high. For instance, with your numbers, I had to sort, transpose, and sort again to match mine.
The user can sort by 3 statistics, and in the future possibly more. There are additional gui aspects I'm working on, which is why if you run the gui you see a tabbed panel at the top. I figure sorting doesn't matter during calculation due to the fact that it will all be sorted a billion ways after it's calculated anyways

Thanks for the find, it's fixed!
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Re: Easy to use Offensive Power Rankings (OPR) program for mid-regional scouting
Here's the top 25 from Week 1 & 2:
Code:
01.    Team 0071	W:7	L:0	OPR:63.55	DPR:13.69	PMR:49.86
02.    Team 0968	W:9	L:0	OPR:52.85	DPR:12.82	PMR:40.03
03.    Team 1625	W:6	L:2	OPR:48.82	DPR:13.99	PMR:34.83
04.    Team 0694	W:5	L:1	OPR:48.05	DPR:17.20	PMR:30.85
05.    Team 2199	W:5	L:2	OPR:44.74	DPR:26.50	PMR:18.24
06.    Team 1622	W:8	L:2	OPR:44.21	DPR:10.39	PMR:33.82
07.    Team 0188	W:6	L:2	OPR:43.56	DPR:23.64	PMR:19.92
08.    Team 1114	W:7	L:1	OPR:43.18	DPR:11.25	PMR:31.93
09.    Team 2753	W:7	L:0	OPR:43.03	DPR:8.07	PMR:34.96
10.    Team 1155	W:6	L:1	OPR:41.84	DPR:7.39	PMR:34.45
11.    Team 1923	W:4	L:3	OPR:41.15	DPR:16.71	PMR:24.44
12.    Team 0111	W:6	L:2	OPR:41.13	DPR:15.06	PMR:26.07
13.    Team 0245	W:10	L:2	OPR:40.52	DPR:3.37	PMR:37.15
14.    Team 1806	W:7	L:0	OPR:39.87	DPR:9.12	PMR:30.75
15.    Team 0040	W:7	L:2	OPR:39.74	DPR:11.28	PMR:28.46
16.    Team 1507	W:6	L:0	OPR:39.63	DPR:17.30	PMR:22.33
17.    Team 1823	W:6	L:1	OPR:38.78	DPR:5.14	PMR:33.64
18.    Team 1218	W:6	L:1	OPR:38.57	DPR:8.18	PMR:30.40
19.    Team 0121	W:7	L:1	OPR:38.44	DPR:2.03	PMR:36.41
20.    Team 0025	W:5	L:2	OPR:37.95	DPR:7.24	PMR:30.70
21.    Team 0395	W:4	L:2	OPR:37.21	DPR:16.10	PMR:21.11
22.    Team 0085	W:9	L:3	OPR:37.08	DPR:6.80	PMR:30.28
23.    Team 0835	W:5	L:2	OPR:36.79	DPR:5.48	PMR:31.31
24.    Team 0175	W:6	L:2	OPR:36.37	DPR:22.71	PMR:13.67
25.    Team 0056	W:6	L:1	OPR:36.36	DPR:14.28	PMR:22.08
Double click the uncompressed jar for it to run. You need Java jre 1.6 (first download link) for it to run.

There's still a couple of bugs, but I'm working on it.

=== updates ===
Now attempts to parse data from multiple sources until it gets valid data, in this order: 1.) local html file, 2.) usfirst.org, 3.) tba.net Buckeye data isn't up on USFIRST or TBA, sorry

You now have the options to show only the regionals up to a given week

You can now rank all teams against each other for the full season (will be fully tested in week 3 when several teams do their second regional)

More to come; most of the methods and classes are setup for easy code reuse.
Attached Files
File Type: zip OPRJavaSource.zip (138.7 KB, 78 views)
File Type: zip OPRJavaJar.zip (130.5 KB, 90 views)
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Re: Easy to use Offensive Power Rankings (OPR) program for mid-regional scouting
Hmm...not many of the top 25 listed are shooters?
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Re: Easy to use Offensive Power Rankings (OPR) program for mid-regional scouting
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Originally Posted by JB987 View Post
Hmm...not many of the top 25 listed are shooters?
Being that these numbers are all based on qualification rounds only, I think even more noticable is that there aren't many of the top 25 who have won a regional. Sure, there are some noticable names, but out of the top 5 only 1625 even made it to the finals of a regional.

This just goes to show you that top OPR isn't everything when it comes to winning the big matches (though it definitely helps).

And when running some extra stats, I just noticed that 2753 has completed 2 regionals but only has OPR data for 1 regional... hmm... that's the first thing to fix! The second thing is to refactor the gui and omi into two separate threadpools so it doesn't lock up when you push the 'print' button.
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Re: Easy to use Offensive Power Rankings (OPR) program for mid-regional scouting
Quote:
Originally Posted by JesseK View Post
Being that these numbers are all based on qualification rounds only, I think even more noticable is that there aren't many of the top 25 who have won a regional. Sure, there are some noticable names, but out of the top 5 only 1625 even made it to the finals of a regional.

This just goes to show you that top OPR isn't everything when it comes to winning the big matches (though it definitely helps).
Is the PMR column +/- or CCWM? The program calls it CCWM to sort by it, but the numbers appear to simply be OPR-DPR.

Regardless of what it is sorting by this category results in 3 of the top 5 being regional winners and 5 of the top 7.

Here are the top 25 by PMR:

Code:
01.    Team 0071	W:7	L:0	OPR:63.55	DPR:13.69	PMR:49.86
02.    Team 0968	W:9	L:0	OPR:52.85	DPR:12.82	PMR:40.03
03.    Team 0245	W:10	L:2	OPR:40.52	DPR:3.37	PMR:37.15
04.    Team 0121	W:7	L:1	OPR:38.44	DPR:2.03	PMR:36.41
05.    Team 0045	W:7	L:0	OPR:34.37	DPR:-0.73	PMR:35.09
06.    Team 2753	W:7	L:0	OPR:43.03	DPR:8.07	PMR:34.96
07.    Team 1625	W:6	L:2	OPR:48.82	DPR:13.99	PMR:34.83
08.    Team 1155	W:6	L:1	OPR:41.84	DPR:7.39	PMR:34.45
09.    Team 1939	W:6	L:1	OPR:36.11	DPR:1.92	PMR:34.19
10.    Team 1622	W:8	L:2	OPR:44.21	DPR:10.39	PMR:33.82
11.    Team 1823	W:6	L:1	OPR:38.78	DPR:5.14	PMR:33.64
12.    Team 1114	W:7	L:1	OPR:43.18	DPR:11.25	PMR:31.93
13.    Team 0835	W:5	L:2	OPR:36.79	DPR:5.48	PMR:31.31
14.    Team 0694	W:5	L:1	OPR:48.05	DPR:17.20	PMR:30.85
15.    Team 1806	W:7	L:0	OPR:39.87	DPR:9.12	PMR:30.75
16.    Team 0025	W:5	L:2	OPR:37.95	DPR:7.24	PMR:30.70
17.    Team 0155	W:6	L:1	OPR:34.30	DPR:3.86	PMR:30.44
18.    Team 1218	W:6	L:1	OPR:38.57	DPR:8.18	PMR:30.40
19.    Team 0085	W:9	L:3	OPR:37.08	DPR:6.80	PMR:30.28
20.    Team 0040	W:7	L:2	OPR:39.74	DPR:11.28	PMR:28.46
21.    Team 1126	W:5	L:3	OPR:29.37	DPR:1.21	PMR:28.16
22.    Team 0217	W:7	L:2	OPR:31.74	DPR:3.85	PMR:27.89
23.    Team 2811	W:4	L:3	OPR:33.03	DPR:5.58	PMR:27.46
24.    Team 0102	W:4	L:2	OPR:32.59	DPR:5.26	PMR:27.33
25.    Team 0020	W:7	L:1	OPR:34.83	DPR:7.52	PMR:27.31
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Re: Easy to use Offensive Power Rankings (OPR) program for mid-regional scouting
The lack of correlation between OPR, DPR, and winning a regional is at first surprising. But if you step back and look at how several regionals have been won so far this year, teamwork and strategy seem to be the common theme.

I believe that in Lunacy, the strength of an alliance is not defined strictly by the sum of its parts.
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Unread 10-03-2009, 14:37
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Re: Easy to use Offensive Power Rankings (OPR) program for mid-regional scouting
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Originally Posted by Jared341 View Post
The lack of correlation between OPR, DPR, and winning a regional is at first surprising. But if you step back and look at how several regionals have been won so far this year, teamwork and strategy seem to be the common theme.

I believe that in Lunacy, the strength of an alliance is not defined strictly by the sum of its parts.
The most interesting correlation I've found is that the robots that get to go into eliminations correspond very strongly with the PM rating. At FLR, all but one of the top 20 robots ranked by PMR were either captains or were selected to go into eliminations. The correlation is less strong with OPR.
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Unread 10-03-2009, 14:42
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Re: Easy to use Offensive Power Rankings (OPR) program for mid-regional scouting
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Originally Posted by Vikesrock View Post
Is the PMR column +/- or CCWM? The program calls it CCWM to sort by it, but the numbers appear to simply be OPR-DPR.

Regardless of what it is sorting by this category results in 3 of the top 5 being regional winners and 5 of the top 7.
I found that it doesn't matter if you solve the matrix based upon win margin or if you just subtract DPR from OPR, the number is still the same. The CCWM is based upon the white paper that I saw Ed Law put out at the end of last year, which is what I originially tried to implement in the matrices. When I saw that the numbers were the same, I simplified all of the code and didn't rename the stuff -- oversight on my part.

CCWM = Caclulated Contribution to Winning Margin
aka PlusMinus Rating, i.e. different calculations to arrive at the same solution.

I think you want a high OPR for a first round pick, then a high CCWM for the second round... that is, if you want a high-octane, excitingly offensive alliance (which is my preference).
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Unread 10-03-2009, 15:06
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Re: Easy to use Offensive Power Rankings (OPR) program for mid-regional scouting
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Originally Posted by JesseK View Post
I found that it doesn't matter if you solve the matrix based upon win margin or if you just subtract DPR from OPR, the number is still the same. The CCWM is based upon the white paper that I saw Ed Law put out at the end of last year, which is what I originially tried to implement in the matrices. When I saw that the numbers were the same, I simplified all of the code and didn't rename the stuff -- oversight on my part.

CCWM = Caclulated Contribution to Winning Margin
aka PlusMinus Rating, i.e. different calculations to arrive at the same solution.

I think you want a high OPR for a first round pick, then a high CCWM for the second round... that is, if you want a high-octane, excitingly offensive alliance (which is my preference).
I just had an idea, which might resolve to CCWM/PMR, but I don't think it will.

It ends up with a 2N x 2N matrix (for a regional with N teams)

sum[team's scores] = weighted sum of OPRs of alliance members minus weighted sum of DPRs of opponents.

At first I thought that it would be unsolvable (each equation has 6 unknowns, and you'd end up with 2N unknowns and only N equations), until today I had the fairly-obvious brainwave that each match would give you two equations (one OPRred - DPRblue = scorered for red, one OPRblue - DPRred = scoreblue for blue). This approach seems like it would be more predictive of robot performance than simply doing OPR and DPR separately*. I'm going to try to implement it tonight, but if someone wants to try it themselves and report back, that'd be great.

*The problem with the current approach to OPR and DPR, especially in a game like lunacy, is that they assume that a alliance's score comes ENTIRELY from its teams' offensive powers, or ENTIRELY from its opponent's lack of mobility. This proposed new equation seems like it would balance the two, and hopefully give more accurate results.
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Unread 10-03-2009, 16:07
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Re: Easy to use Offensive Power Rankings (OPR) program for mid-regional scouting
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Originally Posted by JesseK View Post
I found that it doesn't matter if you solve the matrix based upon win margin or if you just subtract DPR from OPR, the number is still the same. The CCWM is based upon the white paper that I saw Ed Law put out at the end of last year, which is what I originially tried to implement in the matrices. When I saw that the numbers were the same, I simplified all of the code and didn't rename the stuff -- oversight on my part.

CCWM = Caclulated Contribution to Winning Margin
aka PlusMinus Rating, i.e. different calculations to arrive at the same solution.

I think you want a high OPR for a first round pick, then a high CCWM for the second round... that is, if you want a high-octane, excitingly offensive alliance (which is my preference).
Hi Jesse,

If we look at the system of equations to calculate OPR, it is

A * OPR = B(opr)

and the system of equations to calculate DPR is

A * DPR = B(dpr)

The way I solve for CCWM is

A * CCWM = B(wm) = B(opr)-B(dpr)

A is the same matrix for all 3 systems of equations. I put the winning margin into vector B which is the same as vector B for OPR minus vector B for DPR. Hence the results of CCWM and +/- (PMR) should be identical. Thanks for confirming it Jesse. I never tried it myself.

Regards,

Ed Law
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Unread 10-03-2009, 16:37
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Re: Easy to use Offensive Power Rankings (OPR) program for mid-regional scouting
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Originally Posted by Bongle View Post
The most interesting correlation I've found is that the robots that get to go into eliminations correspond very strongly with the PM rating. At FLR, all but one of the top 20 robots ranked by PMR were either captains or were selected to go into eliminations. The correlation is less strong with OPR.
Hi Bongle,

I referenced your work in my white paper. I didn't realize you are mentoring Team 2702 now. I still associated you with Team 1281 in my presentation. I will update it. I really like your insight/explanation how to interpret these rating numbers.

I want to discuss with you about correlation between OPR and CCWM/PMR. I think we both agreed that it changes from year to year depending on the game. One way, as you suggest in your post, is to see whether the teams that were alliance captain or got picked and went to the elimination round have higher OPR rankings or higher CCWM/PMR rankings. This will tell us whether teams value pure offensive power or contribution to winning margin when they select teams. Perhaps we should exclude the alliance captains when we do this comparison.

Another way to look at correlation is how "predictive" the two different ratings are to outcome of elimination round matches. I did a study of the prediction of match results using OPR and CCWM. Through the first two weeks including those events that have complete data published, in the elimination round, the prediction using CCWM is 59.5% and using OPR is slightly better at 63.6%. One reason the correlation is not that good is because there were a lot of close matches that could have gone either way.

We should be careful not to draw conclusions from just one regional. Each of the two ratings correlate better for some regionals but not for others.

Regards,

Ed Law
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