In Case 3.4, I discussed the fickle nature of Alabama and Notre Dame recruiting which has recently shown an insulation to bad on-field performance. These big-time programs seem to have no trouble attracting players after some per seasons while other programs like Virginia Tech haven't parlayed multi-season winning into blue-chip recruiting success. In order to capture the effect of a college's reputation built over the course of many decades by adding a variable for "prestige".
Not too long ago (Jan. 2009) ESPN.com ran an interesting feature on quantifying a team's prestige. While their scoring methodology may be up for debate, the results certainly pass the eyeball test. One can imagine that this prestige is manifest in the implicit and explicit respect given by average college football fans; a recruit in the south will have grown up meeting plenty of diehard Alabama fans by the time he is ready to choose a college, for example.
I used the ESPN rankings to give each team a prestige scale factor from 0 - 1.0. Rather than follow the rankings to a T, I broke it up into ten team groups: e.g. the top 10 all received a 1.0 ranking (most fans couldnt discriminate a Texas from an Oklahoma, for example) and teams 11-20 were given a 0.90, et cetera. The minimum value was 0.10 given to teams ranked 91 or worse. I could of course change this to give values 0.99, 0.98, ... , 0.10 but I dont want to put too much weight into small differences in the inexact ESPN rankings.
You also may recall from Case 3.4 that adding the variable for 3-year winning percentage resulted in a slight increase in error from the 10-year only case (10-year/3-year exponents of 4/0 versus 4/1). Transitioning to this case, however, it pays to keep the 3-year variable; setting the two winning percentage exponents both equal to 1 actually minimized the error with a Prestige exponent of 2. (I tried three cases: 4/0, 4/1, and 1/1 for the 10-year/3-year exponents).
The error in this instance was reduced to 379.52 from 505.62, a decrease of 25% (!!). Its worth noting that the sum of the exponents associated with winning here is 1+1+2 = 4, the best case seen for the 10-year winning percentage variable. I reckon that if winning counts for any more than this the numbers spiral out of control for teams like USC, Ohio State, and Texas who have coupled recent success with storied traditions.
This Prestige variable is the final variable I plan to add associated with a winning tradition. I plan of course to optimize these exponents more rigorously (and automatically) in order to minimize the error in predicted versus actual outcomes. Stay tuned for the next case, however, as I have one extra variable (this one geographic) to add into the mix before I jump to that.
Table I, in comparison to the previous cases, offers a few items of interest. Alabama and Notre Dame, while still present are not far ahead of others in the recruiting overperformers lists. The two big Carolina schools show up near the top; both schools recruit well but neither can match the tradition or performance of their souther rivals. The Florida/Illinois couple makes me think I should perhaps add a "Ron Zook" variable. I'm sure those two fanbases could discuss at much length what it means to overrecruit and underperform.
The Underperformer list is an interesting mix. On the one hand there are teams like Nebraska (plenty of tradition, not enough local recruits) and Ohio State (lots of other state schools vying for their recruits) which have plenty of tradition and schools like West Virginia and Georgia Tech which have a strong history but not quite the "it-factor" of the more storied programs. I'm a bit surprised by Tennessee's spot on this list. Perhaps this underrecruiting led to the disocntent with Phil Fulmer among Vols fans (5 top 250 recruits a year just doesn't cut it some places).
Finally, I'm impressed I got both Texas and USC to within +/- 5 recruits.
A note about the tables. I only included teams in the Big 6 conferences (plus Notre Dame) as all the other teams have expected recruit values of zero for any winning percentage scaling due to the AQ scaling being set to zero.
A note about the images. The circles indicate the number of recruits and location of the 120 schools. They're pretty straightforward except for when non-AQ schools are scaled to zero, then the images don't distinguish "good red" from "bad red". Keeping in mind that the top schools are all in the southeast should help you make sense of it, however.
Overperformers | Underperformers | About As Expected | |||||||||||||
Rank | College | Expected | Actual | Difference | Rank | College | Expected | Actual | Difference | College | Expected | Actual | Difference | ||
1 | South Carolina | 0.90 | 17.71 | 16.81 | 1 | Georgia Tech | 27.55 | 7.46 | -20.09 | Clemson | 21.26 | 26.10 | 4.84 | ||
2 | Notre Dame | 24.04 | 40.08 | 16.04 | 2 | Nebraska | 22.71 | 7.46 | -15.26 | USC | 49.05 | 53.12 | 4.08 | ||
3 | Florida | 38.38 | 52.19 | 13.81 | 3 | West Virginia | 19.12 | 4.66 | -14.46 | Stanford | 2.49 | 6.52 | 4.03 | ||
4 | North Carolina | 4.65 | 16.78 | 12.13 | 4 | Virginia Tech | 23.44 | 11.18 | -12.26 | Virginia | 4.09 | 7.46 | 3.36 | ||
5 | Illinois | 2.72 | 13.05 | 10.33 | 5 | Tennessee | 31.77 | 20.50 | -11.27 | Colorado | 6.91 | 10.25 | 3.34 | ||
6 | Mississippi State | 0.46 | 10.25 | 9.79 | 6 | Texas A&M | 19.02 | 9.32 | -9.70 | Michigan | 34.95 | 38.21 | 3.27 | ||
7 | Alabama | 30.23 | 39.14 | 8.91 | 7 | Arkansas | 18.38 | 9.32 | -9.06 | Washington | 3.37 | 6.52 | 3.16 | ||
8 | California | 6.09 | 14.91 | 8.82 | 8 | Ohio State | 48.76 | 40.08 | -8.68 | Penn State | 22.99 | 25.16 | 2.17 | ||
9 | Oregon | 3.66 | 12.12 | 8.46 | 9 | Wisconsin | 14.98 | 6.52 | -8.46 | Pittsburgh | 12.74 | 14.91 | 2.17 | ||
10 | Oklahoma State | 2.75 | 11.18 | 8.44 | 10 | Oklahoma | 40.91 | 32.62 | -8.29 | Duke | 0.63 | 2.80 | 2.17 | ||
11 | LSU | 38.24 | 45.67 | 7.43 | 11 | Purdue | 8.21 | 0.00 | -8.21 | South Florida | 1.20 | 2.80 | 1.60 | ||
12 | Arizona | 1.94 | 9.32 | 7.38 | 12 | Missouri | 10.48 | 2.80 | -7.68 | Texas | 47.42 | 48.46 | 1.05 | ||
13 | UCLA | 21.17 | 27.96 | 6.79 | 13 | Auburn | 30.75 | 23.30 | -7.45 | Vanderbilt | 0.08 | 0.93 | 0.85 | ||
14 | Rutgers | 0.14 | 6.52 | 6.39 | 14 | Louisville | 10.16 | 2.80 | -7.37 | Iowa State | 0.10 | 0.93 | 0.83 | ||
15 | Iowa | 12.28 | 6.52 | -5.76 | Baylor | 1.06 | 1.86 | 0.80 | |||||||
16 | Florida State | 40.68 | 35.42 | -5.27 | Kansas State | 1.67 | 1.86 | 0.19 | |||||||
17 | Texas Tech | 8.77 | 3.73 | -5.04 | Cincinnati | 0.85 | 0.93 | 0.08 | |||||||
Oregon State | 2.77 | 2.80 | 0.03 | ||||||||||||
Indiana | 0.09 | 0.00 | -0.09 | ||||||||||||
Wake Forest | 0.20 | 0.00 | -0.20 | ||||||||||||
Kentucky | 2.07 | 1.86 | -0.21 | ||||||||||||
Northwestern | 1.24 | 0.93 | -0.30 | ||||||||||||
Connecticut | 0.48 | 0.00 | -0.48 | ||||||||||||
Washington State | 0.66 | 0.00 | -0.66 | ||||||||||||
Ole Miss | 10.00 | 9.32 | -0.68 | ||||||||||||
NC State | 4.82 | 3.73 | -1.09 | ||||||||||||
Kansas | 2.48 | 0.93 | -1.55 | ||||||||||||
Maryland | 11.00 | 9.32 | -1.68 | ||||||||||||
Minnesota | 5.52 | 3.73 | -1.79 | ||||||||||||
Arizona State | 12.11 | 10.25 | -1.86 | ||||||||||||
Georgia | 42.95 | 40.08 | -2.88 | ||||||||||||
Michigan State | 9.50 | 6.52 | -2.97 | ||||||||||||
Miami | 36.55 | 33.55 | -3.00 | ||||||||||||
Boston College | 9.94 | 6.52 | -3.41 | ||||||||||||
Syracuse | 4.44 | 0.00 | -4.44 |
College | 1 | 2 | 4 | 8 | Actual | College | 1 | 2 | 4 | 8 | Actual | |
Alabama | 25.13 | 30.23 | 38.35 | 50.60 | 39.14 | NC State | 7.90 | 4.82 | 1.56 | 0.13 | 3.73 | |
Arizona | 3.25 | 1.94 | 0.61 | 0.05 | 9.32 | Nebraska | 18.81 | 22.71 | 28.89 | 37.70 | 7.46 | |
Arizona State | 12.66 | 12.11 | 9.73 | 5.07 | 10.25 | North Carolina | 6.35 | 4.65 | 2.17 | 0.38 | 16.78 | |
Arkansas | 16.99 | 18.38 | 18.82 | 16.09 | 9.32 | Northwestern | 3.38 | 1.24 | 0.14 | 0.00 | 0.93 | |
Auburn | 31.95 | 30.75 | 24.99 | 13.55 | 23.30 | Notre Dame | 19.72 | 24.04 | 31.01 | 41.36 | 40.08 | |
Baylor | 2.22 | 1.06 | 0.21 | 0.01 | 1.86 | Ohio State | 39.94 | 48.76 | 63.13 | 84.76 | 40.08 | |
Boston College | 11.53 | 9.94 | 6.39 | 2.09 | 6.52 | Oklahoma | 34.14 | 40.91 | 51.44 | 66.43 | 32.62 | |
California | 8.38 | 6.09 | 2.80 | 0.46 | 14.91 | Oklahoma State | 5.72 | 2.75 | 0.55 | 0.02 | 11.18 | |
Cincinnati | 3.48 | 0.85 | 0.04 | 0.00 | 0.93 | Ole Miss | 10.40 | 10.00 | 8.11 | 4.37 | 9.32 | |
Clemson | 21.93 | 21.26 | 17.45 | 9.57 | 26.10 | Oregon | 5.96 | 3.66 | 1.19 | 0.10 | 12.12 | |
Colorado | 7.16 | 6.91 | 5.61 | 2.97 | 10.25 | Oregon State | 4.50 | 2.77 | 0.90 | 0.07 | 2.80 | |
Connecticut | 1.94 | 0.48 | 0.03 | 0.00 | 0.00 | Penn State | 20.77 | 22.99 | 24.39 | 21.83 | 25.16 | |
Duke | 0.74 | 0.63 | 0.40 | 0.13 | 2.80 | Pittsburgh | 13.00 | 12.74 | 10.63 | 5.90 | 14.91 | |
Florida | 35.53 | 38.38 | 39.30 | 33.98 | 52.19 | Purdue | 11.25 | 8.21 | 3.81 | 0.66 | 0.00 | |
Florida State | 33.92 | 40.68 | 51.43 | 67.76 | 35.42 | Rutgers | 1.10 | 0.14 | 0.00 | 0.00 | 6.52 | |
Georgia | 39.48 | 42.95 | 44.49 | 38.96 | 40.08 | South Carolina | 3.69 | 0.90 | 0.05 | 0.00 | 17.71 | |
Georgia Tech | 25.36 | 27.55 | 28.47 | 24.87 | 7.46 | South Florida | 5.00 | 1.20 | 0.06 | 0.00 | 2.80 | |
Illinois | 3.72 | 2.72 | 1.26 | 0.22 | 13.05 | Stanford | 3.43 | 2.49 | 1.15 | 0.19 | 6.52 | |
Indiana | 0.76 | 0.09 | 0.00 | 0.00 | 0.00 | Syracuse | 4.52 | 4.44 | 3.72 | 2.07 | 0.00 | |
Iowa | 12.66 | 12.28 | 10.07 | 5.44 | 6.52 | Tennessee | 29.13 | 31.77 | 33.02 | 28.94 | 20.50 | |
Iowa State | 0.82 | 0.10 | 0.00 | 0.00 | 0.93 | Texas | 39.81 | 47.42 | 59.18 | 75.94 | 48.46 | |
Kansas | 5.14 | 2.48 | 0.50 | 0.02 | 0.93 | Texas A&M | 17.74 | 19.02 | 19.23 | 16.22 | 9.32 | |
Kansas State | 4.62 | 1.67 | 0.19 | 0.00 | 1.86 | Texas Tech | 12.21 | 8.77 | 3.96 | 0.66 | 3.73 | |
Kentucky | 4.26 | 2.07 | 0.43 | 0.01 | 1.86 | UCLA | 19.86 | 21.17 | 21.25 | 17.41 | 27.96 | |
Louisville | 16.74 | 10.16 | 3.27 | 0.27 | 2.80 | USC | 41.40 | 49.05 | 60.77 | 75.88 | 53.12 | |
LSU | 35.53 | 38.24 | 38.93 | 33.28 | 45.67 | Vanderbilt | 0.69 | 0.08 | 0.00 | 0.00 | 0.93 | |
Maryland | 12.77 | 11.00 | 7.07 | 2.32 | 9.32 | Virginia | 8.35 | 4.09 | 0.85 | 0.03 | 7.46 | |
Miami | 30.69 | 36.55 | 45.62 | 59.17 | 33.55 | Virginia Tech | 27.43 | 23.44 | 14.89 | 4.83 | 11.18 | |
Michigan | 28.61 | 34.95 | 45.25 | 60.63 | 38.21 | Wake Forest | 1.68 | 0.20 | 0.00 | 0.00 | 0.00 | |
Michigan State | 9.72 | 9.50 | 7.87 | 4.32 | 6.52 | Washington | 3.00 | 3.37 | 3.61 | 3.13 | 6.52 | |
Minnesota | 6.49 | 5.52 | 3.47 | 1.10 | 3.73 | Washington State | 1.78 | 0.66 | 0.08 | 0.00 | 0.00 | |
Mississippi State | 1.93 | 0.46 | 0.02 | 0.00 | 10.25 | West Virginia | 22.29 | 19.12 | 12.21 | 3.97 | 4.66 | |
Missouri | 12.37 | 10.48 | 6.55 | 2.07 | 2.80 | Wisconsin | 17.58 | 14.98 | 9.45 | 3.01 | 6.52 | |
Total Deviation from Actual | 417.77 | 379.52 | 410.30 | 585.01 |
College | 1 | 2 | 4 | 8 | Actual | College | 1 | 2 | 4 | 8 | Actual | |
Alabama | 15 | 13 | 11 | 8 | 8 | NC State | 38 | 39 | 42 | 44 | 46 | |
Arizona | 55 | 51 | 48 | 48 | 29 | Nebraska | 21 | 18 | 14 | 11 | 35 | |
Arizona State | 28 | 27 | 26 | 24 | 26 | North Carolina | 41 | 40 | 41 | 40 | 19 | |
Arkansas | 24 | 23 | 20 | 19 | 30 | Northwestern | 54 | 53 | 55 | 55 | 62 | |
Auburn | 9 | 12 | 16 | 20 | 16 | Notre Dame | 20 | 15 | 13 | 9 | 6 | |
Baylor | 57 | 55 | 53 | 53 | 53 | Ohio State | 2 | 2 | 1 | 1 | 6 | |
Boston College | 32 | 32 | 32 | 33 | 37 | Oklahoma | 7 | 5 | 4 | 5 | 12 | |
California | 36 | 37 | 40 | 39 | 20 | Oklahoma State | 43 | 46 | 49 | 50 | 24 | |
Cincinnati | 52 | 57 | 59 | 59 | 58 | Ole Miss | 34 | 31 | 28 | 26 | 32 | |
Clemson | 17 | 19 | 21 | 21 | 14 | Oregon | 42 | 43 | 44 | 46 | 23 | |
Colorado | 39 | 36 | 33 | 31 | 27 | Oregon State | 48 | 45 | 46 | 47 | 51 | |
Connecticut | 58 | 60 | 60 | 60 | 68 | Penn State | 18 | 17 | 17 | 16 | 15 | |
Duke | 65 | 59 | 52 | 45 | 48 | Pittsburgh | 26 | 25 | 24 | 22 | 21 | |
Florida | 6 | 7 | 9 | 12 | 2 | Purdue | 33 | 35 | 35 | 38 | 68 | |
Florida State | 8 | 6 | 5 | 4 | 10 | Rutgers | 62 | 63 | 63 | 63 | 40 | |
Georgia | 4 | 4 | 8 | 10 | 5 | South Carolina | 51 | 56 | 58 | 58 | 18 | |
Georgia Tech | 14 | 14 | 15 | 15 | 34 | South Florida | 45 | 54 | 57 | 57 | 52 | |
Illinois | 50 | 47 | 43 | 42 | 22 | Stanford | 53 | 48 | 45 | 43 | 41 | |
Indiana | 64 | 65 | 65 | 65 | 68 | Syracuse | 47 | 41 | 36 | 34 | 68 | |
Iowa | 29 | 26 | 25 | 23 | 38 | Tennessee | 11 | 11 | 12 | 14 | 17 | |
Iowa State | 63 | 64 | 64 | 64 | 60 | Texas | 3 | 3 | 3 | 2 | 3 | |
Kansas | 44 | 49 | 50 | 51 | 61 | Texas A&M | 22 | 22 | 19 | 18 | 33 | |
Kansas State | 46 | 52 | 54 | 54 | 54 | Texas Tech | 31 | 34 | 34 | 37 | 47 | |
Kentucky | 49 | 50 | 51 | 52 | 55 | UCLA | 19 | 20 | 18 | 17 | 13 | |
Louisville | 25 | 30 | 39 | 41 | 49 | USC | 1 | 1 | 2 | 3 | 1 | |
LSU | 5 | 8 | 10 | 13 | 4 | Vanderbilt | 66 | 66 | 66 | 66 | 68 | |
Maryland | 27 | 28 | 30 | 32 | 31 | Virginia | 37 | 42 | 47 | 49 | 36 | |
Miami | 10 | 9 | 6 | 7 | 11 | Virginia Tech | 13 | 16 | 22 | 25 | 25 | |
Michigan | 12 | 10 | 7 | 6 | 9 | Wake Forest | 61 | 62 | 62 | 62 | 68 | |
Michigan State | 35 | 33 | 29 | 27 | 39 | Washington | 56 | 44 | 37 | 29 | 42 | |
Minnesota | 40 | 38 | 38 | 36 | 45 | Washington State | 60 | 58 | 56 | 56 | 68 | |
Mississippi State | 59 | 61 | 61 | 61 | 28 | West Virginia | 16 | 21 | 23 | 28 | 44 | |
Missouri | 30 | 29 | 31 | 35 | 50 | Wisconsin | 23 | 24 | 27 | 30 | 43 |
Exponent = 1.0 | Exponent = 2.0 | Exponent = 4.0 | Exponent = 8.0 | ||||||||||||
Rank | College | Recruits | Rank | College | Recruits | Rank | College | Recruits | Rank | College | Recruits | ||||
1 | USC | 41.40 | 1 | USC | 49.05 | 1 | Ohio State | 63.13 | 1 | Ohio State | 84.76 | ||||
2 | Ohio State | 39.94 | 2 | Ohio State | 48.76 | 2 | USC | 60.77 | 2 | Texas | 75.94 | ||||
3 | Texas | 39.81 | 3 | Texas | 47.42 | 3 | Texas | 59.18 | 3 | USC | 75.88 | ||||
4 | Georgia | 39.48 | 4 | Georgia | 42.95 | 4 | Oklahoma | 51.44 | 4 | Florida State | 67.76 | ||||
5 | LSU | 35.53 | 5 | Oklahoma | 40.91 | 5 | Florida State | 51.43 | 5 | Oklahoma | 66.43 | ||||
6 | Florida | 35.53 | 6 | Florida State | 40.68 | 6 | Miami | 45.62 | 6 | Michigan | 60.63 | ||||
7 | Oklahoma | 34.14 | 7 | Florida | 38.38 | 7 | Michigan | 45.25 | 7 | Miami | 59.17 | ||||
8 | Florida State | 33.92 | 8 | LSU | 38.24 | 8 | Georgia | 44.49 | 8 | Alabama | 50.60 | ||||
9 | Auburn | 31.95 | 9 | Miami | 36.55 | 9 | Florida | 39.30 | 9 | Notre Dame | 41.36 | ||||
10 | Miami | 30.69 | 10 | Michigan | 34.95 | 10 | LSU | 38.93 | 10 | Georgia | 38.96 | ||||
11 | Tennessee | 29.13 | 11 | Tennessee | 31.77 | 11 | Alabama | 38.35 | 11 | Nebraska | 37.70 | ||||
12 | Michigan | 28.61 | 12 | Auburn | 30.75 | 12 | Tennessee | 33.02 | 12 | Florida | 33.98 | ||||
13 | Virginia Tech | 27.43 | 13 | Alabama | 30.23 | 13 | Notre Dame | 31.01 | 13 | LSU | 33.28 | ||||
14 | Georgia Tech | 25.36 | 14 | Georgia Tech | 27.55 | 14 | Nebraska | 28.89 | 14 | Tennessee | 28.94 | ||||
15 | Alabama | 25.13 | 15 | Notre Dame | 24.04 | 15 | Georgia Tech | 28.47 | 15 | Georgia Tech | 24.87 | ||||
16 | West Virginia | 22.29 | 16 | Virginia Tech | 23.44 | 16 | Auburn | 24.99 | 16 | Penn State | 21.83 | ||||
17 | Clemson | 21.93 | 17 | Penn State | 22.99 | 17 | Penn State | 24.39 | 17 | UCLA | 17.41 | ||||
18 | Penn State | 20.77 | 18 | Nebraska | 22.71 | 18 | UCLA | 21.25 | 18 | Texas A&M | 16.22 | ||||
19 | UCLA | 19.86 | 19 | Clemson | 21.26 | 19 | Texas A&M | 19.23 | 19 | Arkansas | 16.09 | ||||
20 | Notre Dame | 19.72 | 20 | UCLA | 21.17 | 20 | Arkansas | 18.82 | 20 | Auburn | 13.55 | ||||
21 | Nebraska | 18.81 | 21 | West Virginia | 19.12 | 21 | Clemson | 17.45 | 21 | Clemson | 9.57 | ||||
22 | Texas A&M | 17.74 | 22 | Texas A&M | 19.02 | 22 | Virginia Tech | 14.89 | 22 | Pittsburgh | 5.90 | ||||
23 | Wisconsin | 17.58 | 23 | Arkansas | 18.38 | 23 | West Virginia | 12.21 | 23 | Iowa | 5.44 | ||||
24 | Arkansas | 16.99 | 24 | Wisconsin | 14.98 | 24 | Pittsburgh | 10.63 | 24 | Arizona State | 5.07 | ||||
25 | Louisville | 16.74 | 25 | Pittsburgh | 12.74 | 25 | Iowa | 10.07 | 25 | Virginia Tech | 4.83 | ||||
26 | Pittsburgh | 13.00 | 26 | Iowa | 12.28 | 26 | Arizona State | 9.73 | 26 | Ole Miss | 4.37 | ||||
27 | Maryland | 12.77 | 27 | Arizona State | 12.11 | 27 | Wisconsin | 9.45 | 27 | Michigan State | 4.32 | ||||
28 | Arizona State | 12.66 | 28 | Maryland | 11.00 | 28 | Ole Miss | 8.11 | 28 | West Virginia | 3.97 | ||||
29 | Iowa | 12.66 | 29 | Missouri | 10.48 | 29 | Michigan State | 7.87 | 29 | Washington | 3.13 | ||||
30 | Missouri | 12.37 | 30 | Louisville | 10.16 | 30 | Maryland | 7.07 | 30 | Wisconsin | 3.01 | ||||
31 | Texas Tech | 12.21 | 31 | Ole Miss | 10.00 | 31 | Missouri | 6.55 | 31 | Colorado | 2.97 | ||||
32 | Boston College | 11.53 | 32 | Boston College | 9.94 | 32 | Boston College | 6.39 | 32 | Maryland | 2.32 | ||||
33 | Purdue | 11.25 | 33 | Michigan State | 9.50 | 33 | Colorado | 5.61 | 33 | Boston College | 2.09 | ||||
34 | Ole Miss | 10.40 | 34 | Texas Tech | 8.77 | 34 | Texas Tech | 3.96 | 34 | Syracuse | 2.07 | ||||
35 | Michigan State | 9.72 | 35 | Purdue | 8.21 | 35 | Purdue | 3.81 | 35 | Missouri | 2.07 | ||||
36 | California | 8.38 | 36 | Colorado | 6.91 | 36 | Syracuse | 3.72 | 36 | Minnesota | 1.10 | ||||
37 | Virginia | 8.35 | 37 | California | 6.09 | 37 | Washington | 3.61 | 37 | Texas Tech | 0.66 | ||||
38 | NC State | 7.90 | 38 | Minnesota | 5.52 | 38 | Minnesota | 3.47 | 38 | Purdue | 0.66 | ||||
39 | Colorado | 7.16 | 39 | NC State | 4.82 | 39 | Louisville | 3.27 | 39 | California | 0.46 | ||||
40 | Minnesota | 6.49 | 40 | North Carolina | 4.65 | 40 | California | 2.80 | 40 | North Carolina | 0.38 | ||||
41 | North Carolina | 6.35 | 41 | Syracuse | 4.44 | 41 | North Carolina | 2.17 | 41 | Louisville | 0.27 | ||||
42 | Oregon | 5.96 | 42 | Virginia | 4.09 | 42 | NC State | 1.56 | 42 | Illinois | 0.22 | ||||
43 | Oklahoma State | 5.72 | 43 | Oregon | 3.66 | 43 | Illinois | 1.26 | 43 | Stanford | 0.19 | ||||
44 | Kansas | 5.14 | 44 | Washington | 3.37 | 44 | Oregon | 1.19 | 44 | NC State | 0.13 | ||||
45 | South Florida | 5.00 | 45 | Oregon State | 2.77 | 45 | Stanford | 1.15 | 45 | Duke | 0.13 | ||||
46 | Kansas State | 4.62 | 46 | Oklahoma State | 2.75 | 46 | Oregon State | 0.90 | 46 | Oregon | 0.10 | ||||
47 | Syracuse | 4.52 | 47 | Illinois | 2.72 | 47 | Virginia | 0.85 | 47 | Oregon State | 0.07 | ||||
48 | Oregon State | 4.50 | 48 | Stanford | 2.49 | 48 | Arizona | 0.61 | 48 | Arizona | 0.05 | ||||
49 | Kentucky | 4.26 | 49 | Kansas | 2.48 | 49 | Oklahoma State | 0.55 | 49 | Virginia | 0.03 | ||||
50 | Illinois | 3.72 | 50 | Kentucky | 2.07 | 50 | Kansas | 0.50 | 50 | Oklahoma State | 0.02 | ||||
51 | South Carolina | 3.69 | 51 | Arizona | 1.94 | 51 | Kentucky | 0.43 | 51 | Kansas | 0.02 | ||||
52 | Cincinnati | 3.48 | 52 | Kansas State | 1.67 | 52 | Duke | 0.40 | 52 | Kentucky | 0.01 | ||||
53 | Stanford | 3.43 | 53 | Northwestern | 1.24 | 53 | Baylor | 0.21 | 53 | Baylor | 0.01 | ||||
54 | Northwestern | 3.38 | 54 | South Florida | 1.20 | 54 | Kansas State | 0.19 | 54 | Kansas State | 0.00 | ||||
55 | Arizona | 3.25 | 55 | Baylor | 1.06 | 55 | Northwestern | 0.14 | 55 | Northwestern | 0.00 | ||||
56 | Washington | 3.00 | 56 | South Carolina | 0.90 | 56 | Washington State | 0.08 | 56 | Washington State | 0.00 | ||||
57 | Baylor | 2.22 | 57 | Cincinnati | 0.85 | 57 | South Florida | 0.06 | 57 | South Florida | 0.00 | ||||
58 | Connecticut | 1.94 | 58 | Washington State | 0.66 | 58 | South Carolina | 0.05 | 58 | South Carolina | 0.00 | ||||
59 | Mississippi State | 1.93 | 59 | Duke | 0.63 | 59 | Cincinnati | 0.04 | 59 | Cincinnati | 0.00 | ||||
60 | Washington State | 1.78 | 60 | Connecticut | 0.48 | 60 | Connecticut | 0.03 | 60 | Connecticut | 0.00 | ||||
61 | Wake Forest | 1.68 | 61 | Mississippi State | 0.46 | 61 | Mississippi State | 0.02 | 61 | Mississippi State | 0.00 | ||||
62 | Rutgers | 1.10 | 62 | Wake Forest | 0.20 | 62 | Wake Forest | 0.00 | 62 | Wake Forest | 0.00 | ||||
63 | Iowa State | 0.82 | 63 | Rutgers | 0.14 | 63 | Rutgers | 0.00 | 63 | Rutgers | 0.00 | ||||
64 | Indiana | 0.76 | 64 | Iowa State | 0.10 | 64 | Iowa State | 0.00 | 64 | Iowa State | 0.00 | ||||
65 | Duke | 0.74 | 65 | Indiana | 0.09 | 65 | Indiana | 0.00 | 65 | Indiana | 0.00 | ||||
66 | Vanderbilt | 0.69 | 66 | Vanderbilt | 0.08 | 66 | Vanderbilt | 0.00 | 66 | Vanderbilt | 0.00 | ||||
67 | Air Force | 0.00 | 67 | Air Force | 0.00 | 67 | Air Force | 0.00 | 67 | Air Force | 0.00 | ||||
68 | Akron | 0.00 | 68 | Akron | 0.00 | 68 | Akron | 0.00 | 68 | Akron | 0.00 | ||||
69 | Arkansas State | 0.00 | 69 | Arkansas State | 0.00 | 69 | Arkansas State | 0.00 | 69 | Arkansas State | 0.00 | ||||
70 | Army | 0.00 | 70 | Army | 0.00 | 70 | Army | 0.00 | 70 | Army | 0.00 | ||||
71 | Ball State | 0.00 | 71 | Ball State | 0.00 | 71 | Ball State | 0.00 | 71 | Ball State | 0.00 | ||||
72 | Boise State | 0.00 | 72 | Boise State | 0.00 | 72 | Boise State | 0.00 | 72 | Boise State | 0.00 | ||||
73 | Bowling Green | 0.00 | 73 | Bowling Green | 0.00 | 73 | Bowling Green | 0.00 | 73 | Bowling Green | 0.00 | ||||
74 | Buffalo | 0.00 | 74 | Buffalo | 0.00 | 74 | Buffalo | 0.00 | 74 | Buffalo | 0.00 | ||||
75 | BYU | 0.00 | 75 | BYU | 0.00 | 75 | BYU | 0.00 | 75 | BYU | 0.00 | ||||
76 | Central Michigan | 0.00 | 76 | Central Michigan | 0.00 | 76 | Central Michigan | 0.00 | 76 | Central Michigan | 0.00 | ||||
77 | Colorado State | 0.00 | 77 | Colorado State | 0.00 | 77 | Colorado State | 0.00 | 77 | Colorado State | 0.00 | ||||
78 | Eastern Michigan | 0.00 | 78 | Eastern Michigan | 0.00 | 78 | Eastern Michigan | 0.00 | 78 | Eastern Michigan | 0.00 | ||||
79 | ECU | 0.00 | 79 | ECU | 0.00 | 79 | ECU | 0.00 | 79 | ECU | 0.00 | ||||
80 | FIU | 0.00 | 80 | FIU | 0.00 | 80 | FIU | 0.00 | 80 | FIU | 0.00 | ||||
81 | Florida Atlantic | 0.00 | 81 | Florida Atlantic | 0.00 | 81 | Florida Atlantic | 0.00 | 81 | Florida Atlantic | 0.00 | ||||
82 | Fresno State | 0.00 | 82 | Fresno State | 0.00 | 82 | Fresno State | 0.00 | 82 | Fresno State | 0.00 | ||||
83 | Hawaii | 0.00 | 83 | Hawaii | 0.00 | 83 | Hawaii | 0.00 | 83 | Hawaii | 0.00 | ||||
84 | Houston | 0.00 | 84 | Houston | 0.00 | 84 | Houston | 0.00 | 84 | Houston | 0.00 | ||||
85 | Idaho | 0.00 | 85 | Idaho | 0.00 | 85 | Idaho | 0.00 | 85 | Idaho | 0.00 | ||||
86 | Kent State | 0.00 | 86 | Kent State | 0.00 | 86 | Kent State | 0.00 | 86 | Kent State | 0.00 | ||||
87 | Louisiana Tech | 0.00 | 87 | Louisiana Tech | 0.00 | 87 | Louisiana Tech | 0.00 | 87 | Louisiana Tech | 0.00 | ||||
88 | Louisiana-Lafayette | 0.00 | 88 | Louisiana-Lafayette | 0.00 | 88 | Louisiana-Lafayette | 0.00 | 88 | Louisiana-Lafayette | 0.00 | ||||
89 | Louisiana-Monroe | 0.00 | 89 | Louisiana-Monroe | 0.00 | 89 | Louisiana-Monroe | 0.00 | 89 | Louisiana-Monroe | 0.00 | ||||
90 | Marshall | 0.00 | 90 | Marshall | 0.00 | 90 | Marshall | 0.00 | 90 | Marshall | 0.00 | ||||
91 | Memphis | 0.00 | 91 | Memphis | 0.00 | 91 | Memphis | 0.00 | 91 | Memphis | 0.00 | ||||
92 | Miami (OH) | 0.00 | 92 | Miami (OH) | 0.00 | 92 | Miami (OH) | 0.00 | 92 | Miami (OH) | 0.00 | ||||
93 | Middle Tennessee | 0.00 | 93 | Middle Tennessee | 0.00 | 93 | Middle Tennessee | 0.00 | 93 | Middle Tennessee | 0.00 | ||||
94 | Navy | 0.00 | 94 | Navy | 0.00 | 94 | Navy | 0.00 | 94 | Navy | 0.00 | ||||
95 | Nevada | 0.00 | 95 | Nevada | 0.00 | 95 | Nevada | 0.00 | 95 | Nevada | 0.00 | ||||
96 | New Mexico | 0.00 | 96 | New Mexico | 0.00 | 96 | New Mexico | 0.00 | 96 | New Mexico | 0.00 | ||||
97 | New Mexico State | 0.00 | 97 | New Mexico State | 0.00 | 97 | New Mexico State | 0.00 | 97 | New Mexico State | 0.00 | ||||
98 | North Texas | 0.00 | 98 | North Texas | 0.00 | 98 | North Texas | 0.00 | 98 | North Texas | 0.00 | ||||
99 | Northern Illinois | 0.00 | 99 | Northern Illinois | 0.00 | 99 | Northern Illinois | 0.00 | 99 | Northern Illinois | 0.00 | ||||
100 | Ohio | 0.00 | 100 | Ohio | 0.00 | 100 | Ohio | 0.00 | 100 | Ohio | 0.00 | ||||
101 | Rice | 0.00 | 101 | Rice | 0.00 | 101 | Rice | 0.00 | 101 | Rice | 0.00 | ||||
102 | San Diego State | 0.00 | 102 | San Diego State | 0.00 | 102 | San Diego State | 0.00 | 102 | San Diego State | 0.00 | ||||
103 | San Jose State | 0.00 | 103 | San Jose State | 0.00 | 103 | San Jose State | 0.00 | 103 | San Jose State | 0.00 | ||||
104 | SMU | 0.00 | 104 | SMU | 0.00 | 104 | SMU | 0.00 | 104 | SMU | 0.00 | ||||
105 | Southern Miss | 0.00 | 105 | Southern Miss | 0.00 | 105 | Southern Miss | 0.00 | 105 | Southern Miss | 0.00 | ||||
106 | TCU | 0.00 | 106 | TCU | 0.00 | 106 | TCU | 0.00 | 106 | TCU | 0.00 | ||||
107 | Temple | 0.00 | 107 | Temple | 0.00 | 107 | Temple | 0.00 | 107 | Temple | 0.00 | ||||
108 | Toledo | 0.00 | 108 | Toledo | 0.00 | 108 | Toledo | 0.00 | 108 | Toledo | 0.00 | ||||
109 | Troy | 0.00 | 109 | Troy | 0.00 | 109 | Troy | 0.00 | 109 | Troy | 0.00 | ||||
110 | Tulane | 0.00 | 110 | Tulane | 0.00 | 110 | Tulane | 0.00 | 110 | Tulane | 0.00 | ||||
111 | Tulsa | 0.00 | 111 | Tulsa | 0.00 | 111 | Tulsa | 0.00 | 111 | Tulsa | 0.00 | ||||
112 | UAB | 0.00 | 112 | UAB | 0.00 | 112 | UAB | 0.00 | 112 | UAB | 0.00 | ||||
113 | UCF | 0.00 | 113 | UCF | 0.00 | 113 | UCF | 0.00 | 113 | UCF | 0.00 | ||||
114 | UNLV | 0.00 | 114 | UNLV | 0.00 | 114 | UNLV | 0.00 | 114 | UNLV | 0.00 | ||||
115 | Utah | 0.00 | 115 | Utah | 0.00 | 115 | Utah | 0.00 | 115 | Utah | 0.00 | ||||
116 | Utah State | 0.00 | 116 | Utah State | 0.00 | 116 | Utah State | 0.00 | 116 | Utah State | 0.00 | ||||
117 | UTEP | 0.00 | 117 | UTEP | 0.00 | 117 | UTEP | 0.00 | 117 | UTEP | 0.00 | ||||
118 | Western Kentucky | 0.00 | 118 | Western Kentucky | 0.00 | 118 | Western Kentucky | 0.00 | 118 | Western Kentucky | 0.00 | ||||
119 | Western Michigan | 0.00 | 119 | Western Michigan | 0.00 | 119 | Western Michigan | 0.00 | 119 | Western Michigan | 0.00 | ||||
120 | Wyoming | 0.00 | 120 | Wyoming | 0.00 | 120 | Wyoming | 0.00 | 120 | Wyoming | 0.00 |
Added 03/24/2010