|
Dance Card Rankings for 2009
(FINAL)
|
At right are rankings of all NCAA Division I men's basketball teams through
the games of Sunday, March 15, 2009 (all regular season and conference
tournament games), according
to the "Dance Card" formula developed by Jay Coleman of the University of
North Florida and Allen Lynch of
Mercer University, which was originally published in Interfaces (a journal
of the Institute for Operations
Research and the Management Sciences). The Dance Card is a formula
designed to predict which teams will receive at-large tournament bids
from the NCAA Tournament Selection Committee.
The Dance Card correctly predicted 32 of the 34
at-large selections (missing on Arizona
and Maryland), for a 2009
accuracy of 94%.
A new feature has been added: the probability that a team
with the same profile would have gotten an at-large bid in past
years, if today was Selection Sunday and all regular season and
conference tournament games had been completed. Because the quality of
teams near the bubble line vary from year to year, a team with a
relatively low chance of getting a bid in past years may actually be
ranked above the current bubble line. When there are teams with less than
a 50% historical chance of getting a bid actually ranked above the bubble
line, it's an indication of a relatively weak field of at-large
candidates for the final slots.
(The RPI figures at right
reflect the old RPI formula, in which wins on the road and losses
at home are weighted equally. This is the version of the RPI on
which the Dance Card was originally developed, and the version used to
generate the predictions in all past years.)
Dance Card rankings for other
seasons can be found by clicking on the appropriate link below:
2008
2007
2006
2005
2004
2003
2002
2001
|
|
Accuracy and Performance of the Dance Card
|
|
The Dance Card has missed on more than three spots in only two
seasons (2007 and 2008). Over the last 16 years, the Dance Card has
correctly predicted 508 of the 546 available at-large Tournament
slots (or 93%). Over the 10-year period (2000 through
2009) for which the Dance Card has been used since its initial
development in 1999 (based on 1994 through 1999 data), it has correctly
predicted 316 out of the 341 available at-large Tournament slots (92.7%).
The formula's best
years were in 2001 and in 2005, when it correctly predicted 33 of the 34 available
at-large Tournament slots (or 97% accuracy).
The Dance Card can
only be as accurate as the Selection Committees are consistent;
it is an estimate of the Selection Committees' (not the authors') decision
criteria. The high level of accuracy and consistency of the model
is strong evidence that the Selection Committees (which differ in
composition each year) are actually quite consistent from year to year.
|
|
|
General Description of the Dance
Card
|
The
Dance Card is a formula derived by Coleman and Lynch as an estimate of
the decision rule that the NCAA Tournament Selection Committee uses when
picking the teams that will get at-large bids to the NCAA men's basketball
tournament. Using past decisions of the NCAA Tournament Selection
Committee and numerous pieces of information (e.g. RPI rankings, number
of wins and losses, conference records, etc.) for all teams that were
candidates for at-large selections in those years, Coleman and Lynch
devised the Dance Card formula as an estimate of which pieces of
information were most important to the Selection Committee, and the
weights that the Committee placed on those pieces of information.
The Dance Card has
been featured in articles by the Wall
Street Journal, Forbes,
Investor's Business Daily, USA
Today, the New
York Times, CNN Headline News, UPI, and the Associated Press,
two stories from which were picked up by a large number of newspapers and
news Web sites, including the Washington
Post, the Boston Globe, the Miami Herald, and the San Francisco Chronicle.
The research has also been widely featured in the business intelligence
and customer relationship management media, including stories in CIO
magazine, the Business
Intelligence Journal, eWeek, Information
Week, Database Trends &
Applications, the Business Intelligence Network, SearchCRM.com,
DestinationCRM.com,
BI-BestPractices.com,
KDnuggets.com, DSstar, and DM Review.
It was also the subject of invited lectures at M2004
and M2005,
the world's largest data mining conference, as well as numerous
television and radio interviews.
|
Data Sources
|
|
In order to build the Dance Card formula, Coleman and Lynch
used data, including estimates of the RPI for each team, from CollegeRPI.com, the web site of
Jerry Palm of Palm Sports Resources, Inc. The authors are extremely
grateful to Mr. Palm for his work to provide this information.
In order to use the Dance
Card to develop the rankings shown, the authors use game
scores from Ken Pomeroy to
determine values for all the Dance Card inputs listed above.
The authors are very thankful to Mr. Pomeroy for his generous and
invaluable service.
Special thanks also go to Kenneth Massey for including the
Dance Card rankings on his basketball ranking compilation page.
|
Dance Card Authors
|
|
Jay Coleman is the Richard deR. Kip
Professor of Operations Management & Quantitative Methods in
the Coggin College
of Business at the University of North Florida. Allen Lynch is Associate
Professor of Economics & Quantitative Methods at the Stetson
School of Business and Economics at Mercer University.
|
Special Thanks to
SAS!!
|
|
The
authors would like to give a hearty and special thanks to all
the good people at SAS Institute Inc., the maker of the
software package used to develop the Dance Card. In
particular, we thank Mike Nemecek,
Anne Milley, and Trent Smith, each of
whom have been an absolute delight to work with.
|
|
|
|
|
|
Please forward all comments to jcoleman@unf.edu
Jay
Coleman's Home Page
This page last updated on March 15, 2009 at 7:32
p.m.
|
|
|
|
|
Rank
|
Team (@=automatic bid)
|
Dance Card
|
Chance of Bid
|
RPI Rank
|
|
1
|
Michigan St.
|
15.2419
|
100.0%
|
5
|
|
2
|
@Louisville
|
14.9158
|
-
|
3
|
|
3
|
@Duke
|
13.6389
|
-
|
2
|
|
4
|
Kansas
|
12.0788
|
100.0%
|
9
|
|
5
|
North Carolina
|
11.8403
|
100.0%
|
4
|
|
6
|
Pittsburgh
|
11.8169
|
100.0%
|
1
|
|
7
|
@Missouri
|
11.6702
|
-
|
11
|
|
8
|
Oklahoma
|
11.4080
|
100.0%
|
8
|
|
9
|
Connecticut
|
10.9023
|
100.0%
|
6
|
|
10
|
@Purdue
|
9.6645
|
-
|
16
|
|
11
|
Washington
|
9.1805
|
100.0%
|
13
|
|
12
|
Syracuse
|
8.7371
|
100.0%
|
10
|
|
13
|
@Memphis
|
8.4171
|
-
|
7
|
|
14
|
Illinois
|
8.3905
|
100.0%
|
19
|
|
15
|
Wake Forest
|
8.2363
|
100.0%
|
17
|
|
16
|
@Gonzaga
|
8.1455
|
-
|
23
|
|
17
|
@Utah
|
7.7422
|
-
|
14
|
|
18
|
Arizona St.
|
7.7219
|
100.0%
|
28
|
|
19
|
Xavier
|
6.8637
|
100.0%
|
18
|
|
20
|
UCLA
|
6.4031
|
100.0%
|
30
|
|
21
|
Villanova
|
6.3300
|
100.0%
|
12
|
|
22
|
Florida St.
|
6.2068
|
100.0%
|
15
|
|
23
|
Tennessee
|
5.6569
|
100.0%
|
21
|
|
24
|
Ohio St.
|
5.5016
|
100.0%
|
27
|
|
25
|
Texas
|
5.2265
|
100.0%
|
40
|
|
26
|
Louisiana St.
|
5.2197
|
100.0%
|
33
|
|
27
|
Brigham Young
|
5.1044
|
100.0%
|
29
|
|
28
|
Oklahoma St.
|
5.0324
|
100.0%
|
20
|
|
29
|
West Virginia
|
4.6747
|
100.0%
|
22
|
|
30
|
Clemson
|
4.0171
|
100.0%
|
26
|
|
31
|
@Southern California
|
3.7309
|
-
|
37
|
|
32
|
California
|
3.5698
|
100.0%
|
39
|
|
33
|
@Utah St.
|
3.2822
|
-
|
31
|
|
34
|
Marquette
|
3.2748
|
99.9%
|
32
|
|
35
|
Butler
|
3.0763
|
99.9%
|
24
|
|
36
|
Texas A&M
|
2.4135
|
99.2%
|
36
|
|
37
|
@Siena
|
2.2869
|
-
|
25
|
|
38
|
Minnesota
|
2.2051
|
98.6%
|
38
|
|
39
|
Michigan
|
2.1151
|
98.3%
|
42
|
|
40
|
San Diego St. (miss)
|
2.0874
|
98.2%
|
34
|
|
41
|
@Temple
|
2.0061
|
-
|
43
|
|
42
|
@Mississippi St.
|
1.9395
|
-
|
49
|
|
43
|
Boston College
|
1.0463
|
85.2%
|
47
|
|
44
|
Dayton
|
1.0013
|
84.2%
|
35
|
|
45
|
Wisconsin
|
0.6822
|
75.2%
|
45
|
|
46
|
Creighton (miss)
|
0.6217
|
73.3%
|
41
|
|
The Bubble Bursts Here
|
|
47
|
Penn St.
|
0.5073
|
69.4%
|
67
|
|
48
|
Arizona (miss)
|
0.4605
|
67.7%
|
54
|
|
49
|
Auburn
|
0.2286
|
59.0%
|
50
|
|
50
|
Maryland (miss)
|
0.2191
|
58.7%
|
44
|
|
51
|
@Northern Iowa
|
-0.0077
|
-
|
60
|
|
52
|
Davidson
|
-0.0512
|
48.0%
|
68
|
|
53
|
Florida
|
-0.1166
|
45.4%
|
53
|
|
54
|
@Western Kentucky
|
-0.3032
|
-
|
62
|
|
55
|
New Mexico
|
-0.4169
|
33.8%
|
65
|
|
56
|
@Cleveland St.
|
-0.6379
|
-
|
70
|
|
57
|
Niagara
|
-0.6702
|
25.1%
|
64
|
|
58
|
St. Mary's
|
-0.6775
|
24.9%
|
51
|
|
59
|
@Virginia Commonwealth
|
-0.7246
|
-
|
61
|
|
60
|
Tulsa
|
-0.9964
|
16.0%
|
57
|
|
61
|
Kentucky
|
-1.0379
|
15.0%
|
71
|
|
62
|
UAB
|
-1.7029
|
4.4%
|
56
|
|
63
|
Nevada Las Vegas
|
-2.2095
|
1.4%
|
63
|
|
64
|
South Carolina
|
-2.3137
|
1.0%
|
58
|
|
65
|
Kansas St.
|
-2.3378
|
1.0%
|
76
|
|
66
|
Baylor
|
-2.4022
|
0.8%
|
46
|
|
67
|
Illinois St.
|
-2.5665
|
0.5%
|
52
|
|
68
|
Miami FL
|
-2.7996
|
0.3%
|
55
|
|
69
|
Providence
|
-3.2065
|
0.1%
|
66
|
|
70
|
Washington St.
|
-3.3192
|
0.0%
|
82
|
|
71
|
Virginia Tech
|
-3.3971
|
0.0%
|
59
|
|
72
|
Rhode Island
|
-3.4905
|
0.0%
|
74
|
|
73
|
Wisconsin Green Bay
|
-3.8375
|
0.0%
|
84
|
|
74
|
Duquesne
|
-4.0668
|
0.0%
|
80
|
|
75
|
Nebraska
|
-4.3695
|
0.0%
|
69
|
|
76
|
@North Dakota St.
|
-4.3872
|
-
|
97
|
|
77
|
Georgetown
|
-4.4560
|
0.0%
|
48
|
|
78
|
Northwestern
|
-4.7860
|
0.0%
|
73
|
|
79
|
George Mason
|
-5.1198
|
0.0%
|
72
|
|
80
|
Arkansas Little Rock
|
-5.3047
|
0.0%
|
90
|
|
81
|
Nevada
|
-5.3159
|
0.0%
|
77
|
|
82
|
Notre Dame
|
-5.3533
|
0.0%
|
78
|
|
83
|
@Stephen F. Austin
|
-5.3640
|
-
|
98
|
|
84
|
Houston
|
-5.3899
|
0.0%
|
86
|
|
85
|
Buffalo
|
-5.4742
|
0.0%
|
94
|
|
86
|
Texas El Paso
|
-5.7054
|
0.0%
|
81
|
|
87
|
Vermont
|
-5.7219
|
0.0%
|
96
|
|
88
|
Wright St.
|
-6.1650
|
0.0%
|
100
|
|
89
|
Weber St.
|
-6.6229
|
0.0%
|
113
|
|
90
|
@American
|
-6.8500
|
-
|
88
|
|
91
|
Vanderbilt
|
-6.9271
|
0.0%
|
85
|
|
92
|
@Binghamton
|
-7.3442
|
-
|
101
|
|
93
|
College of Charleston
|
-7.7259
|
0.0%
|
107
|
|
94
|
Mississippi
|
-7.8549
|
0.0%
|
75
|
|
95
|
La Salle
|
-8.0127
|
0.0%
|
99
|
|
96
|
Saint Joseph's
|
-8.0936
|
0.0%
|
106
|
|
97
|
@Akron
|
-8.1941
|
-
|
112
|
|
98
|
Cincinnati
|
-8.1950
|
0.0%
|
79
|
|
99
|
Alabama
|
-8.2330
|
0.0%
|
89
|
|
100
|
Northeastern
|
-8.5039
|
0.0%
|
103
|
|
101
|
@Portland St.
|
-8.5398
|
-
|
126
|
|
102
|
Old Dominion
|
-9.0379
|
0.0%
|
110
|
|
103
|
Portland
|
-9.2301
|
0.0%
|
125
|
|
104
|
Miami OH
|
-9.6006
|
0.0%
|
102
|
|
105
|
Rider
|
-9.6506
|
0.0%
|
121
|
|
106
|
Richmond
|
-9.9183
|
0.0%
|
124
|
|
107
|
Stanford
|
-9.9554
|
0.0%
|
95
|
|
108
|
@Robert Morris
|
-10.2467
|
-
|
120
|
|
109
|
Wyoming
|
-10.3301
|
0.0%
|
105
|
|
110
|
Seton Hall
|
-10.3984
|
0.0%
|
91
|
|
111
|
@Radford
|
-10.6192
|
-
|
130
|
|
112
|
Bradley
|
-10.6712
|
0.0%
|
109
|
|
113
|
Hofstra
|
-10.7984
|
0.0%
|
114
|
|
114
|
Wisconsin Milwaukee
|
-10.9333
|
0.0%
|
128
|
|
115
|
Boise St.
|
-10.9792
|
0.0%
|
115
|
|
116
|
Fairfield
|
-11.0490
|
0.0%
|
104
|
|
117
|
New Mexico St.
|
-11.2131
|
0.0%
|
116
|
|
118
|
St. Louis
|
-11.3473
|
0.0%
|
117
|
|
119
|
@East Tennessee St.
|
-11.4382
|
-
|
123
|
|
120
|
@Cal St. Northridge
|
-11.7924
|
-
|
151
|
|
121
|
North Texas
|
-11.8625
|
0.0%
|
122
|
|
122
|
@Morgan St.
|
-11.8699
|
-
|
153
|
|
123
|
North Carolina St.
|
-11.9128
|
0.0%
|
92
|
|
124
|
Oakland
|
-11.9798
|
0.0%
|
152
|
|
125
|
@Cornell
|
-12.2188
|
-
|
138
|
|
126
|
Tennessee Martin
|
-12.5036
|
0.0%
|
149
|
|
127
|
Virginia Military Inst
|
-12.6907
|
0.0%
|
135
|
|
128
|
Pacific
|
-13.0162
|
0.0%
|
158
|
|
129
|
Kent St.
|
-13.0742
|
0.0%
|
131
|
|
130
|
Troy
|
-13.2647
|
0.0%
|
145
|
|
131
|
South Alabama
|
-13.2787
|
0.0%
|
141
|
|
132
|
Evansville
|
-13.3095
|
0.0%
|
83
|
|
133
|
Bowling Green
|
-13.5892
|
0.0%
|
162
|
|
134
|
James Madison
|
-13.6647
|
0.0%
|
140
|
|
135
|
Jacksonville
|
-13.6955
|
0.0%
|
143
|
|
136
|
Drexel
|
-14.2560
|
0.0%
|
136
|
|
137
|
Idaho
|
-14.3222
|
0.0%
|
133
|
|
138
|
Oregon St.
|
-14.5617
|
0.0%
|
146
|
|
139
|
Belmont
|
-14.7306
|
0.0%
|
137
|
|
140
|
Oral Roberts
|
-14.8249
|
0.0%
|
167
|
|
141
|
Wichita St.
|
-15.0127
|
0.0%
|
132
|
|
142
|
Sam Houston St.
|
-15.2466
|
0.0%
|
165
|
|
143
|
Murray St.
|
-15.3595
|
0.0%
|
154
|
|
144
|
Boston University
|
-15.3912
|
0.0%
|
157
|
|
145
|
The Citadel
|
-15.7286
|
0.0%
|
177
|
|
146
|
St. John's
|
-15.7541
|
0.0%
|
111
|
|
147
|
Middle Tennessee
|
-15.9292
|
0.0%
|
163
|
|
148
|
Texas A&M Corpus Chris
|
-15.9637
|
0.0%
|
164
|
|
149
|
Mount St. Mary's
|
-16.0899
|
0.0%
|
134
|
|
150
|
Utah Valley
|
-16.1009
|
0.0%
|
227
|
|
151
|
Texas Tech
|
-16.1477
|
0.0%
|
93
|
|
152
|
Massachusetts
|
-16.2336
|
0.0%
|
144
|
|
153
|
Nicholls St.
|
-16.2656
|
0.0%
|
172
|
|
154
|
Liberty
|
-16.2852
|
0.0%
|
168
|
|
155
|
Virginia
|
-16.3526
|
0.0%
|
87
|
|
156
|
Long Beach St.
|
-16.4262
|
0.0%
|
161
|
|
157
|
Austin Peay
|
-16.7513
|
0.0%
|
155
|
|
158
|
Iowa
|
-16.7739
|
0.0%
|
108
|
|
159
|
Manhattan
|
-16.8717
|
0.0%
|
159
|
|
160
|
@Alabama St.
|
-16.9126
|
-
|
205
|
|
161
|
Central Florida
|
-17.0874
|
0.0%
|
148
|
|
162
|
Drake
|
-17.3378
|
0.0%
|
127
|
|
163
|
San Diego
|
-17.5591
|
0.0%
|
185
|
|
164
|
@Morehead St.
|
-17.6095
|
-
|
166
|
|
165
|
Holy Cross
|
-17.9413
|
0.0%
|
171
|
|
166
|
Santa Clara
|
-17.9799
|
0.0%
|
196
|
|
167
|
Montana
|
-18.0007
|
0.0%
|
189
|
|
168
|
Illinois Chicago
|
-18.1423
|
0.0%
|
173
|
|
169
|
Southern
Illinois
|
-18.1884
|
0.0%
|
142
|
|
170
|
@Chattanooga
|
-18.3596
|
-
|
179
|
|
171
|
Marshall
|
-18.4305
|
0.0%
|
147
|
|
172
|
UC Santa Barbara
|
-18.5531
|
0.0%
|
174
|
|
173
|
Chicago St.
|
-18.7143
|
0.0%
|
248
|
|
174
|
Navy
|
-19.4583
|
0.0%
|
170
|
|
175
|
Wofford
|
-19.5079
|
0.0%
|
184
|
|
176
|
Texas Christian
|
-19.7346
|
0.0%
|
150
|
|
177
|
Iowa St.
|
-19.7518
|
0.0%
|
129
|
|
178
|
Southern
Mississippi
|
-19.7759
|
0.0%
|
139
|
|
179
|
Tulane
|
-20.1276
|
0.0%
|
178
|
|
180
|
Idaho St.
|
-20.4512
|
0.0%
|
193
|
|
181
|
Georgia Tech
|
-20.8049
|
0.0%
|
119
|
|
182
|
Texas San Antonio
|
-20.8491
|
0.0%
|
200
|
|
183
|
Sacred Heart
|
-21.4094
|
0.0%
|
190
|
|
184
|
MD Baltimore County
|
-21.4425
|
0.0%
|
175
|
|
185
|
Louisiana Tech
|
-21.5705
|
0.0%
|
183
|
|
186
|
Eastern Kentucky
|
-21.8684
|
0.0%
|
199
|
|
187
|
Western Carolina
|
-21.9140
|
0.0%
|
197
|
|
188
|
Stony Brook
|
-21.9739
|
0.0%
|
201
|
|
189
|
Ohio
|
-22.0500
|
0.0%
|
182
|
|
190
|
Mercer
|
-22.1483
|
0.0%
|
195
|
|
191
|
Texas Arlington
|
-22.2014
|
0.0%
|
217
|
|
192
|
Arkansas
|
-22.4785
|
0.0%
|
118
|
|
193
|
Cal St. Fullerton
|
-22.5099
|
0.0%
|
206
|
|
194
|
Savannah St.
|
-22.7545
|
0.0%
|
252
|
|
195
|
Jackson St.
|
-22.9261
|
0.0%
|
216
|
|
196
|
St. Bonaventure
|
-23.3343
|
0.0%
|
191
|
|
197
|
Denver
|
-23.9303
|
0.0%
|
223
|
|
198
|
Charlotte
|
-24.0003
|
0.0%
|
186
|
|
199
|
UC Riverside
|
-24.1391
|
0.0%
|
221
|
|
200
|
New Hampshire
|
-24.2813
|
0.0%
|
208
|
|
201
|
San Jose St.
|
-24.3427
|
0.0%
|
192
|
|
202
|
Loyola MD
|
-24.9704
|
0.0%
|
202
|
|
203
|
NC Asheville
|
-25.0143
|
0.0%
|
214
|
|
204
|
Albany
|
-25.1442
|
0.0%
|
181
|
|
205
|
Lipscomb
|
-25.1728
|
0.0%
|
236
|
|
206
|
Indiana St.
|
-25.3808
|
0.0%
|
204
|
|
207
|
Longwood
|
-25.4080
|
0.0%
|
304
|
|
208
|
Iona
|
-25.6169
|
0.0%
|
222
|
|
209
|
Cal St. Bakersfield
|
-25.6660
|
0.0%
|
309
|
|
210
|
IUPUI
|
-25.7464
|
0.0%
|
253
|
|
211
|
Montana St.
|
-25.8486
|
0.0%
|
226
|
|
212
|
Loyola Chicago
|
-26.0445
|
0.0%
|
213
|
|
213
|
South Florida
|
-26.1530
|
0.0%
|
169
|
|
214
|
Presbyterian
|
-26.3724
|
0.0%
|
224
|
|
215
|
UC Irvine
|
-26.4444
|
0.0%
|
242
|
|
216
|
Samford
|
-26.5708
|
0.0%
|
238
|
|
217
|
Georgia
|
-26.6494
|
0.0%
|
160
|
|
218
|
Georgia St.
|
-26.8968
|
0.0%
|
230
|
|
219
|
Oregon
|
-27.1199
|
0.0%
|
156
|
|
220
|
Colorado St.
|
-27.1441
|
0.0%
|
198
|
|
221
|
Bryant
|
-27.1645
|
0.0%
|
311
|
|
222
|
Hampton
|
-27.3639
|
0.0%
|
251
|
|
223
|
Long Island
|
-27.4032
|
0.0%
|
241
|
|
224
|
Lamar
|
-27.4292
|
0.0%
|
215
|
|
225
|
Youngstown St.
|
-27.5257
|
0.0%
|
231
|
|
226
|
Quinnipiac
|
-27.6231
|
0.0%
|
239
|
|
227
|
Gardner Webb
|
-27.7181
|
0.0%
|
244
|
|
228
|
Hawaii
|
-27.9071
|
0.0%
|
203
|
|
229
|
Ball St.
|
-27.9211
|
0.0%
|
247
|
|
230
|
UC Davis
|
-27.9530
|
0.0%
|
267
|
|
231
|
Florida International
|
-28.0311
|
0.0%
|
209
|
|
232
|
Houston Baptist
|
-28.0369
|
0.0%
|
315
|
|
233
|
Coppin St.
|
-28.0697
|
0.0%
|
240
|
|
234
|
Texas Pan American
|
-28.1185
|
0.0%
|
331
|
|
235
|
Northern
Colorado
|
-28.1647
|
0.0%
|
274
|
|
236
|
Winston Salem St.
|
-28.2208
|
0.0%
|
333
|
|
237
|
George Washington
|
-28.2921
|
0.0%
|
194
|
|
238
|
Appalachian St.
|
-28.4126
|
0.0%
|
250
|
|
239
|
East Carolina
|
-28.5569
|
0.0%
|
219
|
|
240
|
Yale
|
-28.6468
|
0.0%
|
257
|
|
241
|
South Carolina St.
|
-28.8787
|
0.0%
|
261
|
|
242
|
IUPU Fort Wayne
|
-28.8876
|
0.0%
|
234
|
|
243
|
Harvard
|
-28.9570
|
0.0%
|
254
|
|
244
|
St. Peter's
|
-29.2910
|
0.0%
|
249
|
|
245
|
Rice
|
-29.4889
|
0.0%
|
211
|
|
246
|
Eastern
Washington
|
-29.6805
|
0.0%
|
232
|
|
247
|
Campbell
|
-29.7013
|
0.0%
|
258
|
|
248
|
Delaware
|
-29.7145
|
0.0%
|
220
|
|
249
|
Bethune Cookman
|
-30.1770
|
0.0%
|
272
|
|
250
|
Towson
|
-30.2468
|
0.0%
|
218
|
|
251
|
North Carolina Central
|
-30.2547
|
0.0%
|
337
|
|
252
|
Winthrop
|
-30.3413
|
0.0%
|
259
|
|
253
|
NJ Inst of Technology
|
-30.6986
|
0.0%
|
343
|
|
254
|
Princeton
|
-30.7042
|
0.0%
|
280
|
|
255
|
Canisius
|
-30.9856
|
0.0%
|
210
|
|
256
|
Fresno St.
|
-30.9894
|
0.0%
|
212
|
|
257
|
Southern Utah
|
-31.0137
|
0.0%
|
264
|
|
258
|
Southeastern
Louisiana
|
-31.1777
|
0.0%
|
263
|
|
259
|
Stetson
|
-31.1934
|
0.0%
|
225
|
|
260
|
Pennsylvania
|
-31.2394
|
0.0%
|
265
|
|
261
|
Texas St.
|
-31.3644
|
0.0%
|
266
|
|
262
|
Columbia
|
-31.4178
|
0.0%
|
276
|
|
263
|
Pepperdine
|
-31.4372
|
0.0%
|
268
|
|
264
|
Rutgers
|
-31.6485
|
0.0%
|
176
|
|
265
|
Lehigh
|
-31.7846
|
0.0%
|
255
|
|
266
|
Central Michigan
|
-31.8368
|
0.0%
|
293
|
|
267
|
Central
Connecticut
|
-31.9028
|
0.0%
|
237
|
|
268
|
Prairie View A&M
|
-32.0801
|
0.0%
|
296
|
|
269
|
Arkansas Pine Bluff
|
-32.1108
|
0.0%
|
278
|
|
270
|
Tennessee St.
|
-32.2915
|
0.0%
|
273
|
|
271
|
Wagner
|
-32.3202
|
0.0%
|
256
|
|
272
|
Valparaiso
|
-32.5362
|
0.0%
|
233
|
|
273
|
Louisiana Lafayette
|
-32.5873
|
0.0%
|
243
|
|
274
|
North Carolina A&T
|
-32.6238
|
0.0%
|
287
|
|
275
|
Army
|
-32.9347
|
0.0%
|
275
|
|
276
|
Missouri St.
|
-32.9782
|
0.0%
|
187
|
|
277
|
Norfolk St.
|
-33.0254
|
0.0%
|
302
|
|
278
|
Western Michigan
|
-33.3744
|
0.0%
|
295
|
|
279
|
Colorado
|
-33.5092
|
0.0%
|
207
|
|
280
|
San Francisco
|
-33.5148
|
0.0%
|
260
|
|
281
|
William & Mary
|
-33.8749
|
0.0%
|
228
|
|
282
|
South Dakota St.
|
-33.9760
|
0.0%
|
279
|
|
283
|
Indiana
|
-34.5099
|
0.0%
|
188
|
|
284
|
Marist
|
-34.5217
|
0.0%
|
235
|
|
285
|
Arkansas St.
|
-34.6101
|
0.0%
|
246
|
|
286
|
Southern Methodist
|
-35.0362
|
0.0%
|
229
|
|
287
|
DePaul
|
-35.4648
|
0.0%
|
180
|
|
288
|
Dartmouth
|
-35.9752
|
0.0%
|
312
|
|
289
|
Elon
|
-35.9854
|
0.0%
|
269
|
|
290
|
Eastern Illinois
|
-36.0122
|
0.0%
|
292
|
|
291
|
Northern Arizona
|
-36.1214
|
0.0%
|
289
|
|
292
|
Tennessee Tech
|
-36.4931
|
0.0%
|
270
|
|
293
|
Colgate
|
-36.6386
|
0.0%
|
294
|
|
294
|
New Orleans
|
-37.0447
|
0.0%
|
271
|
|
295
|
South Carolina Upstate
|
-37.7144
|
0.0%
|
281
|
|
296
|
McNeese St.
|
-37.8651
|
0.0%
|
297
|
|
297
|
Louisiana Monroe
|
-37.9796
|
0.0%
|
277
|
|
298
|
Air Force
|
-38.0350
|
0.0%
|
245
|
|
299
|
Jacksonville St.
|
-38.5431
|
0.0%
|
282
|
|
300
|
St. Francis NY
|
-38.5954
|
0.0%
|
283
|
|
301
|
Maine
|
-38.9067
|
0.0%
|
286
|
|
302
|
Eastern Michigan
|
-39.4123
|
0.0%
|
322
|
|
303
|
Centenary
|
-39.5595
|
0.0%
|
301
|
|
304
|
Bucknell
|
-39.7259
|
0.0%
|
284
|
|
305
|
Florida A&M
|
-40.4809
|
0.0%
|
306
|
|
306
|
Cal Poly
|
-40.6426
|
0.0%
|
300
|
|
307
|
Northern
Illinois
|
-40.7947
|
0.0%
|
324
|
|
308
|
Florida Gulf Coast
|
-40.8013
|
0.0%
|
288
|
|
309
|
Toledo
|
-41.1936
|
0.0%
|
310
|
|
310
|
Coastal Carolina
|
-41.3185
|
0.0%
|
305
|
|
311
|
Lafayette
|
-41.3738
|
0.0%
|
303
|
|
312
|
Delaware St.
|
-41.7390
|
0.0%
|
308
|
|
313
|
Western Illinois
|
-41.7681
|
0.0%
|
332
|
|
314
|
Southern
|
-42.0540
|
0.0%
|
336
|
|
315
|
NC Wilmington
|
-42.6637
|
0.0%
|
262
|
|
316
|
Monmouth
|
-42.7061
|
0.0%
|
316
|
|
317
|
Texas Southern
|
-42.7276
|
0.0%
|
327
|
|
318
|
Georgia Southern
|
-42.8573
|
0.0%
|
291
|
|
319
|
Brown
|
-42.9087
|
0.0%
|
298
|
|
320
|
Detroit
|
-43.0381
|
0.0%
|
285
|
|
321
|
Fairleigh Dickinson
|
-43.3543
|
0.0%
|
318
|
|
322
|
Loyola Marymount
|
-43.4890
|
0.0%
|
313
|
|
323
|
Howard
|
-43.4956
|
0.0%
|
321
|
|
324
|
Charleston Southern
|
-44.0500
|
0.0%
|
320
|
|
325
|
Hartford
|
-44.0846
|
0.0%
|
299
|
|
326
|
Mississippi Valley St.
|
-44.3012
|
0.0%
|
330
|
|
327
|
Central Arkansas
|
-44.6512
|
0.0%
|
314
|
|
328
|
Northwestern St.
|
-44.7809
|
0.0%
|
319
|
|
329
|
Fordham
|
-44.9848
|
0.0%
|
290
|
|
330
|
Alabama A&M
|
-45.1407
|
0.0%
|
334
|
|
331
|
North Florida
|
-45.5931
|
0.0%
|
325
|
|
332
|
High Point
|
-45.6104
|
0.0%
|
329
|
|
333
|
Missouri Kansas City
|
-45.8381
|
0.0%
|
317
|
|
334
|
NC Greensboro
|
-47.8126
|
0.0%
|
326
|
|
335
|
Florida Atlantic
|
-48.0560
|
0.0%
|
307
|
|
336
|
Furman
|
-49.2071
|
0.0%
|
328
|
|
337
|
Grambling
|
-49.3107
|
0.0%
|
341
|
|
338
|
St. Francis PA
|
-49.6261
|
0.0%
|
323
|
|
339
|
Alcorn St.
|
-50.2062
|
0.0%
|
342
|
|
340
|
Sacramento St.
|
-50.5314
|
0.0%
|
340
|
|
341
|
Maryland Eastern
Shore
|
-50.8282
|
0.0%
|
338
|
|
342
|
Kennesaw St.
|
-52.2420
|
0.0%
|
335
|
|
343
|
Southeast Missouri St.
|
-55.7443
|
0.0%
|
339
|
|
