|
Dance Card Rankings for 2010
|
At right are rankings of all NCAA Division I men's basketball teams through
the games of Sunday, February 7, 2010, according to the newly updated "Dance
Card" formula developed by Jay
Coleman of the University of North Florida, Mike DuMond of Charles River
Associates, and Allen Lynch of
Mercer University. The Dance Card is a formula designed to predict which
teams will receive at-large tournament bids from the NCAA Tournament
Selection Committee.
The original version of the Dance Card (based on 1994
through 1999 data and developed by Coleman and Lynch) was published in Interfaces (a journal
of the Institute for Operations
Research and the Management Sciences) in 2001, and was the version
used to make at-large predictions through the 2008 Tournament. An article
discussing research associated with a newly updated and modified version
of the Dance Card (based on 1999 through 2008 data) is forthcoming in Managerial
and Decision Economics. The predictions for last year's (2009)
Tournament, as well as the rankings shown at right, are based on the
updated Dance Card.
Also shown at right is 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
both versions of the Dance Card were 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:
2009
2008
2007
2006
2005
2004
2003
2002
2001
|
|
Accuracy and Performance of the Dance Card
|
|
The original Dance Card has
missed on more than three spots in only two seasons (2007 and
2008). Over the 15 year period from 1994 through 2008, the original
Dance Card correctly predicted 476 of the 512 available at-large
Tournament slots (or 93%). Over the 9-year period (2000
through 2008) for which the original Dance Card was used since its
initial development in 1999, it correctly predicted 284 out of the 307
available at-large Tournament slots (92.5%). 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
newly updated and modified Dance Card correctly predicted 32 of the 34 available at-large
slots in 2009, the first season in which it was used to make predictions.
Over the 10 years of data (1999 through 2008) on which its development
was based, it would have correctly predicted 331 of the 341 available at-large Tournament slots, or 97.1% accuracy (i.e., it would
have averaged one at-large slot missed per year).
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.
Mike DuMond is a principal
with Charles River Associates in Tallahassee, Florida.
|
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 February 8, 2010 at 1:00 a.m.
|
|
|
|
|
Rank
|
Team (@=automatic bid)
|
Dance Card
|
Chance of Bid
|
RPI Rank
|
|
1
|
Kansas
|
10.7166
|
100.0%
|
2
|
|
2
|
Syracuse
|
9.8672
|
100.0%
|
1
|
|
3
|
Kansas St.
|
9.8282
|
100.0%
|
4
|
|
4
|
West Virginia
|
9.2566
|
100.0%
|
3
|
|
5
|
Villanova
|
8.8886
|
100.0%
|
8
|
|
6
|
Duke
|
8.1678
|
100.0%
|
5
|
|
7
|
Georgetown
|
8.0405
|
100.0%
|
6
|
|
8
|
Kentucky
|
7.4041
|
100.0%
|
7
|
|
9
|
Texas
|
7.2813
|
100.0%
|
20
|
|
10
|
Purdue
|
6.7200
|
100.0%
|
10
|
|
11
|
Wisconsin
|
5.7858
|
100.0%
|
11
|
|
12
|
Texas A&M
|
5.5523
|
100.0%
|
18
|
|
13
|
Tennessee
|
5.2230
|
100.0%
|
13
|
|
14
|
Baylor
|
4.6927
|
100.0%
|
25
|
|
15
|
Michigan St.
|
4.4364
|
100.0%
|
17
|
|
16
|
New Mexico
|
4.2187
|
100.0%
|
9
|
|
17
|
Pittsburgh
|
4.1917
|
100.0%
|
16
|
|
18
|
Vanderbilt
|
3.9179
|
100.0%
|
21
|
|
19
|
Wake Forest
|
3.8455
|
100.0%
|
19
|
|
20
|
Georgia Tech
|
3.2237
|
99.9%
|
23
|
|
21
|
Gonzaga
|
2.8613
|
99.8%
|
24
|
|
22
|
Temple
|
2.7851
|
99.7%
|
22
|
|
23
|
Butler
|
2.6017
|
99.5%
|
15
|
|
24
|
Missouri
|
2.5025
|
99.4%
|
45
|
|
25
|
Brigham Young
|
2.4711
|
99.3%
|
27
|
|
26
|
Ohio St.
|
2.1161
|
98.3%
|
44
|
|
27
|
Rhode Island
|
1.9961
|
97.7%
|
12
|
|
28
|
Xavier
|
1.7306
|
95.8%
|
29
|
|
29
|
Nevada Las Vegas
|
1.7145
|
95.7%
|
30
|
|
30
|
California
|
1.5895
|
94.4%
|
26
|
|
31
|
Northern Iowa
|
1.5072
|
93.4%
|
14
|
|
32
|
Maryland
|
1.0988
|
86.4%
|
35
|
|
33
|
Mississippi
|
1.0195
|
84.6%
|
36
|
|
34
|
Florida
|
0.8032
|
78.9%
|
43
|
|
35
|
Oklahoma St.
|
0.7879
|
78.5%
|
41
|
|
36
|
UAB
|
0.7865
|
78.4%
|
33
|
|
37
|
Florida St.
|
0.7682
|
77.9%
|
40
|
|
38
|
Louisville
|
0.5037
|
69.3%
|
28
|
|
39
|
Richmond
|
0.3543
|
63.8%
|
38
|
|
40
|
Charlotte
|
0.2627
|
60.4%
|
55
|
|
41
|
Washington
|
-0.0281
|
48.9%
|
42
|
|
42
|
Dayton
|
-0.5092
|
30.5%
|
32
|
|
43
|
Texas El Paso
|
-0.5887
|
27.8%
|
52
|
|
44
|
St. Mary's
|
-0.6747
|
25.0%
|
34
|
|
45
|
Clemson
|
-0.7511
|
22.6%
|
39
|
|
46
|
Old Dominion
|
-1.1323
|
12.9%
|
51
|
|
The Bubble Bursts Here
|
|
|
47
|
Southern
California
|
-1.2721
|
10.2%
|
74
|
|
48
|
Notre Dame
|
-1.4720
|
7.1%
|
47
|
|
49
|
Siena
|
-1.4911
|
6.8%
|
46
|
|
50
|
Marquette
|
-1.7296
|
4.2%
|
56
|
|
51
|
Arizona St.
|
-1.7441
|
4.1%
|
69
|
|
52
|
South Florida
|
-1.9349
|
2.7%
|
48
|
|
53
|
Illinois
|
-2.0911
|
1.8%
|
68
|
|
54
|
Arizona
|
-2.2358
|
1.3%
|
67
|
|
55
|
Virginia Commonwealth
|
-2.2420
|
1.2%
|
59
|
|
56
|
Northeastern
|
-2.2878
|
1.1%
|
60
|
|
57
|
Texas Tech
|
-2.2927
|
1.1%
|
31
|
|
58
|
Utah St.
|
-2.6141
|
0.4%
|
62
|
|
59
|
Cincinnati
|
-2.6643
|
0.4%
|
49
|
|
60
|
Virginia Tech
|
-2.8030
|
0.3%
|
73
|
|
61
|
Wichita St.
|
-2.8057
|
0.3%
|
50
|
|
62
|
Minnesota
|
-3.0656
|
0.1%
|
61
|
|
63
|
Oklahoma
|
-3.1521
|
0.1%
|
71
|
|
64
|
San Diego St.
|
-3.1564
|
0.1%
|
57
|
|
65
|
Northwestern
|
-3.1845
|
0.1%
|
54
|
|
66
|
South Carolina
|
-3.2396
|
0.1%
|
64
|
|
67
|
Memphis
|
-3.3077
|
0.0%
|
65
|
|
68
|
Connecticut
|
-3.4715
|
0.0%
|
37
|
|
69
|
Mississippi St.
|
-3.6666
|
0.0%
|
78
|
|
70
|
Tulsa
|
-4.0804
|
0.0%
|
70
|
|
71
|
William & Mary
|
-4.1478
|
0.0%
|
66
|
|
72
|
Cornell
|
-4.1486
|
0.0%
|
58
|
|
73
|
Virginia
|
-4.3645
|
0.0%
|
76
|
|
74
|
Louisiana Tech
|
-4.9938
|
0.0%
|
80
|
|
75
|
Kent St.
|
-5.1617
|
0.0%
|
72
|
|
76
|
Washington St.
|
-6.0078
|
0.0%
|
98
|
|
77
|
Murray St.
|
-6.2965
|
0.0%
|
105
|
|
78
|
Marshall
|
-6.8581
|
0.0%
|
85
|
|
79
|
Portland
|
-6.9154
|
0.0%
|
89
|
|
80
|
Seton Hall
|
-7.0002
|
0.0%
|
53
|
|
81
|
Nevada
|
-7.0533
|
0.0%
|
79
|
|
82
|
Arkansas
|
-7.0930
|
0.0%
|
81
|
|
83
|
UCLA
|
-7.1194
|
0.0%
|
100
|
|
84
|
Iona
|
-7.1597
|
0.0%
|
91
|
|
85
|
Northern Colorado
|
-7.3806
|
0.0%
|
106
|
|
86
|
North Carolina
|
-7.4664
|
0.0%
|
63
|
|
87
|
New Mexico St.
|
-7.4913
|
0.0%
|
82
|
|
88
|
Weber St.
|
-7.5132
|
0.0%
|
101
|
|
89
|
Oakland
|
-8.1476
|
0.0%
|
90
|
|
90
|
Georgia
|
-8.7037
|
0.0%
|
75
|
|
91
|
Alabama
|
-8.7530
|
0.0%
|
84
|
|
92
|
College of Charleston
|
-8.8568
|
0.0%
|
108
|
|
93
|
Wright St.
|
-8.9546
|
0.0%
|
119
|
|
94
|
St. Louis
|
-9.0189
|
0.0%
|
103
|
|
95
|
Wofford
|
-9.0350
|
0.0%
|
124
|
|
96
|
Drexel
|
-9.0505
|
0.0%
|
104
|
|
97
|
Iowa St.
|
-9.0696
|
0.0%
|
93
|
|
98
|
Colorado St.
|
-9.1521
|
0.0%
|
99
|
|
99
|
Akron
|
-9.1669
|
0.0%
|
116
|
|
100
|
Western Carolina
|
-9.2220
|
0.0%
|
107
|
|
101
|
Sam Houston St.
|
-9.2904
|
0.0%
|
86
|
|
102
|
Boston College
|
-9.4973
|
0.0%
|
83
|
|
103
|
Montana
|
-9.6101
|
0.0%
|
117
|
|
104
|
IUPUI
|
-9.7762
|
0.0%
|
114
|
|
105
|
Morehead St.
|
-10.0115
|
0.0%
|
112
|
|
106
|
Pacific
|
-10.2548
|
0.0%
|
120
|
|
107
|
Wisconsin Green Bay
|
-10.2742
|
0.0%
|
121
|
|
108
|
Missouri St.
|
-10.3834
|
0.0%
|
87
|
|
109
|
Miami FL
|
-10.5428
|
0.0%
|
92
|
|
110
|
Oregon
|
-10.5552
|
0.0%
|
115
|
|
111
|
Southern Mississippi
|
-10.7429
|
0.0%
|
132
|
|
112
|
Harvard
|
-10.9409
|
0.0%
|
110
|
|
113
|
Western Michigan
|
-11.0723
|
0.0%
|
111
|
|
114
|
North Carolina St.
|
-11.1511
|
0.0%
|
95
|
|
115
|
St. John's
|
-11.2250
|
0.0%
|
77
|
|
116
|
George Mason
|
-11.2671
|
0.0%
|
136
|
|
117
|
Indiana St.
|
-11.4295
|
0.0%
|
88
|
|
118
|
Providence
|
-11.6453
|
0.0%
|
96
|
|
119
|
Fairfield
|
-11.8141
|
0.0%
|
128
|
|
120
|
Bradley
|
-12.0599
|
0.0%
|
109
|
|
121
|
Coastal Carolina
|
-12.0654
|
0.0%
|
145
|
|
122
|
Michigan
|
-12.0815
|
0.0%
|
122
|
|
123
|
Cleveland St.
|
-12.5160
|
0.0%
|
125
|
|
124
|
Oral Roberts
|
-12.5547
|
0.0%
|
137
|
|
125
|
Illinois St.
|
-12.5727
|
0.0%
|
126
|
|
126
|
Nebraska
|
-12.7482
|
0.0%
|
102
|
|
127
|
Houston
|
-12.7795
|
0.0%
|
135
|
|
128
|
Colorado
|
-13.0419
|
0.0%
|
113
|
|
129
|
Duquesne
|
-13.1795
|
0.0%
|
97
|
|
130
|
Miami OH
|
-13.3624
|
0.0%
|
133
|
|
131
|
UC Santa Barbara
|
-13.4435
|
0.0%
|
144
|
|
132
|
Creighton
|
-13.5599
|
0.0%
|
123
|
|
133
|
La Salle
|
-13.7987
|
0.0%
|
118
|
|
134
|
Appalachian St.
|
-13.9372
|
0.0%
|
143
|
|
135
|
Davidson
|
-14.2339
|
0.0%
|
146
|
|
136
|
Stanford
|
-14.2979
|
0.0%
|
138
|
|
137
|
Utah
|
-14.3100
|
0.0%
|
142
|
|
138
|
Princeton
|
-14.5023
|
0.0%
|
151
|
|
139
|
St. Peter's
|
-14.7954
|
0.0%
|
150
|
|
140
|
Belmont
|
-14.9148
|
0.0%
|
149
|
|
141
|
Buffalo
|
-14.9299
|
0.0%
|
141
|
|
142
|
Morgan St.
|
-15.0197
|
0.0%
|
167
|
|
143
|
Detroit
|
-15.0718
|
0.0%
|
171
|
|
144
|
Fresno St.
|
-15.5359
|
0.0%
|
162
|
|
145
|
Austin Peay
|
-15.5383
|
0.0%
|
131
|
|
146
|
Auburn
|
-15.6164
|
0.0%
|
129
|
|
147
|
San Jose St.
|
-15.6225
|
0.0%
|
139
|
|
148
|
Western Kentucky
|
-15.8116
|
0.0%
|
152
|
|
149
|
Eastern Kentucky
|
-15.9513
|
0.0%
|
148
|
|
150
|
Long Beach St.
|
-16.2142
|
0.0%
|
156
|
|
151
|
Arkansas St.
|
-16.3063
|
0.0%
|
173
|
|
152
|
Southern Methodist
|
-16.3065
|
0.0%
|
174
|
|
153
|
Oregon St.
|
-16.3479
|
0.0%
|
179
|
|
154
|
Denver
|
-16.3841
|
0.0%
|
140
|
|
155
|
Southern Illinois
|
-16.4375
|
0.0%
|
127
|
|
156
|
George Washington
|
-16.4731
|
0.0%
|
134
|
|
157
|
Seattle
|
-16.6658
|
0.0%
|
226
|
|
158
|
Niagara
|
-16.6721
|
0.0%
|
161
|
|
159
|
East Tennessee St.
|
-16.8578
|
0.0%
|
160
|
|
160
|
Wisconsin Milwaukee
|
-17.0286
|
0.0%
|
168
|
|
161
|
Jacksonville
|
-17.1056
|
0.0%
|
172
|
|
162
|
Rutgers
|
-17.2155
|
0.0%
|
94
|
|
163
|
Central Florida
|
-17.3065
|
0.0%
|
153
|
|
164
|
North Texas
|
-17.4045
|
0.0%
|
170
|
|
165
|
Stony Brook
|
-18.1669
|
0.0%
|
178
|
|
166
|
Vermont
|
-18.1762
|
0.0%
|
182
|
|
167
|
Robert Morris
|
-18.1873
|
0.0%
|
165
|
|
168
|
Boston University
|
-18.2078
|
0.0%
|
175
|
|
169
|
Texas Christian
|
-18.2499
|
0.0%
|
158
|
|
170
|
Valparaiso
|
-18.4790
|
0.0%
|
184
|
|
171
|
Drake
|
-18.5433
|
0.0%
|
159
|
|
172
|
Saint Joseph's
|
-18.5739
|
0.0%
|
147
|
|
173
|
Ohio
|
-18.5848
|
0.0%
|
154
|
|
174
|
Stephen F. Austin
|
-18.5914
|
0.0%
|
180
|
|
175
|
Maine
|
-18.6102
|
0.0%
|
157
|
|
176
|
Ball St.
|
-18.6223
|
0.0%
|
176
|
|
177
|
Hofstra
|
-18.6865
|
0.0%
|
163
|
|
178
|
Rider
|
-18.7901
|
0.0%
|
166
|
|
179
|
Central Michigan
|
-18.8188
|
0.0%
|
192
|
|
180
|
Montana St.
|
-18.9743
|
0.0%
|
201
|
|
181
|
Middle Tennessee
|
-19.1270
|
0.0%
|
191
|
|
182
|
Indiana
|
-19.2120
|
0.0%
|
183
|
|
183
|
Troy
|
-19.3852
|
0.0%
|
189
|
|
184
|
Quinnipiac
|
-19.9465
|
0.0%
|
193
|
|
185
|
Idaho
|
-20.0575
|
0.0%
|
181
|
|
186
|
Radford
|
-20.1447
|
0.0%
|
190
|
|
187
|
Loyola Marymount
|
-20.3290
|
0.0%
|
202
|
|
188
|
Lipscomb
|
-20.4041
|
0.0%
|
203
|
|
189
|
San Francisco
|
-20.5975
|
0.0%
|
197
|
|
190
|
Northern Arizona
|
-20.6897
|
0.0%
|
194
|
|
191
|
South Dakota St.
|
-20.8522
|
0.0%
|
214
|
|
192
|
Texas A&M Corpus Chris
|
-20.9117
|
0.0%
|
205
|
|
193
|
Winthrop
|
-21.3117
|
0.0%
|
199
|
|
194
|
Campbell
|
-21.3438
|
0.0%
|
213
|
|
195
|
The Citadel
|
-21.3874
|
0.0%
|
212
|
|
196
|
Cal St. Fullerton
|
-21.4777
|
0.0%
|
217
|
|
197
|
Lehigh
|
-21.5023
|
0.0%
|
187
|
|
198
|
St. Bonaventure
|
-21.5537
|
0.0%
|
186
|
|
199
|
Iowa
|
-22.0410
|
0.0%
|
155
|
|
200
|
DePaul
|
-22.1704
|
0.0%
|
130
|
|
201
|
Portland St.
|
-22.6149
|
0.0%
|
234
|
|
202
|
Florida Atlantic
|
-22.6212
|
0.0%
|
220
|
|
203
|
Bowling Green
|
-22.9451
|
0.0%
|
198
|
|
204
|
Massachusetts
|
-23.1637
|
0.0%
|
177
|
|
205
|
Wyoming
|
-23.2339
|
0.0%
|
169
|
|
206
|
Canisius
|
-23.3850
|
0.0%
|
204
|
|
207
|
Louisiana Lafayette
|
-23.6282
|
0.0%
|
232
|
|
208
|
Loyola Chicago
|
-23.7383
|
0.0%
|
188
|
|
209
|
Longwood
|
-23.7814
|
0.0%
|
267
|
|
210
|
Loyola MD
|
-24.1769
|
0.0%
|
196
|
|
211
|
Chattanooga
|
-24.2613
|
0.0%
|
211
|
|
212
|
Eastern Michigan
|
-24.4875
|
0.0%
|
216
|
|
213
|
Tennessee Tech
|
-24.5235
|
0.0%
|
200
|
|
214
|
Winston Salem St.
|
-24.6283
|
0.0%
|
278
|
|
215
|
Texas San Antonio
|
-24.7817
|
0.0%
|
219
|
|
216
|
Lafayette
|
-24.8324
|
0.0%
|
218
|
|
217
|
South Carolina St.
|
-24.9639
|
0.0%
|
241
|
|
218
|
Cal St. Northridge
|
-25.2898
|
0.0%
|
229
|
|
219
|
Louisiana St.
|
-25.3552
|
0.0%
|
164
|
|
220
|
San Diego
|
-25.3874
|
0.0%
|
223
|
|
221
|
Eastern Illinois
|
-25.3896
|
0.0%
|
222
|
|
222
|
Southeastern Louisiana
|
-25.4643
|
0.0%
|
233
|
|
223
|
Santa Clara
|
-25.4827
|
0.0%
|
209
|
|
224
|
Boise St.
|
-25.7749
|
0.0%
|
215
|
|
225
|
South Dakota
|
-25.8575
|
0.0%
|
248
|
|
226
|
South Alabama
|
-25.9262
|
0.0%
|
224
|
|
227
|
Mount St. Mary's
|
-25.9340
|
0.0%
|
210
|
|
228
|
Mercer
|
-26.0400
|
0.0%
|
243
|
|
229
|
Hawaii
|
-26.1814
|
0.0%
|
185
|
|
230
|
Delaware St.
|
-26.4018
|
0.0%
|
239
|
|
231
|
Bethune Cookman
|
-26.4179
|
0.0%
|
246
|
|
232
|
NC Wilmington
|
-26.6708
|
0.0%
|
208
|
|
233
|
Lamar
|
-26.8292
|
0.0%
|
221
|
|
234
|
Texas Southern
|
-26.8375
|
0.0%
|
244
|
|
235
|
Binghamton
|
-26.8946
|
0.0%
|
230
|
|
236
|
Liberty
|
-26.9166
|
0.0%
|
250
|
|
237
|
North Florida
|
-26.9563
|
0.0%
|
228
|
|
238
|
Savannah St.
|
-26.9573
|
0.0%
|
320
|
|
239
|
Cal St. Bakersfield
|
-27.0233
|
0.0%
|
328
|
|
240
|
IUPU Fort Wayne
|
-27.0246
|
0.0%
|
247
|
|
241
|
NC Asheville
|
-27.2204
|
0.0%
|
231
|
|
242
|
Georgia St.
|
-27.3469
|
0.0%
|
227
|
|
243
|
Northern Illinois
|
-27.7218
|
0.0%
|
237
|
|
244
|
Pepperdine
|
-27.7386
|
0.0%
|
260
|
|
245
|
Jackson St.
|
-27.8633
|
0.0%
|
258
|
|
246
|
Air Force
|
-27.9561
|
0.0%
|
206
|
|
247
|
Penn St.
|
-27.9959
|
0.0%
|
195
|
|
248
|
Tulane
|
-28.0016
|
0.0%
|
238
|
|
249
|
Army
|
-28.2957
|
0.0%
|
236
|
|
250
|
Yale
|
-28.4019
|
0.0%
|
279
|
|
251
|
Cal Poly
|
-28.5015
|
0.0%
|
275
|
|
252
|
Jacksonville St.
|
-28.6224
|
0.0%
|
249
|
|
253
|
Arkansas Pine Bluff
|
-28.6908
|
0.0%
|
254
|
|
254
|
UC Davis
|
-28.7008
|
0.0%
|
280
|
|
255
|
Texas Arlington
|
-28.8349
|
0.0%
|
253
|
|
256
|
Columbia
|
-29.3186
|
0.0%
|
235
|
|
257
|
East Carolina
|
-29.5758
|
0.0%
|
225
|
|
258
|
Furman
|
-29.6006
|
0.0%
|
273
|
|
259
|
James Madison
|
-29.7426
|
0.0%
|
240
|
|
260
|
Texas St.
|
-30.1173
|
0.0%
|
265
|
|
261
|
UC Irvine
|
-30.2213
|
0.0%
|
262
|
|
262
|
North Dakota St.
|
-30.2446
|
0.0%
|
289
|
|
263
|
Delaware
|
-30.3011
|
0.0%
|
207
|
|
264
|
Navy
|
-30.3096
|
0.0%
|
264
|
|
265
|
Kennesaw St.
|
-30.3154
|
0.0%
|
277
|
|
266
|
Prairie View A&M
|
-30.5408
|
0.0%
|
274
|
|
267
|
NC Greensboro
|
-30.5586
|
0.0%
|
245
|
|
268
|
North Carolina Central
|
-30.6535
|
0.0%
|
346
|
|
269
|
Long Island
|
-30.9793
|
0.0%
|
259
|
|
270
|
UC Riverside
|
-31.5046
|
0.0%
|
263
|
|
271
|
Fairleigh Dickinson
|
-31.7017
|
0.0%
|
256
|
|
272
|
Charleston Southern
|
-32.1271
|
0.0%
|
284
|
|
273
|
Louisiana Monroe
|
-32.1771
|
0.0%
|
255
|
|
274
|
Rice
|
-32.2289
|
0.0%
|
257
|
|
275
|
Bucknell
|
-32.3743
|
0.0%
|
294
|
|
276
|
High Point
|
-32.4270
|
0.0%
|
297
|
|
277
|
St. Francis NY
|
-32.4861
|
0.0%
|
285
|
|
278
|
Hartford
|
-32.6049
|
0.0%
|
290
|
|
279
|
Holy Cross
|
-32.6388
|
0.0%
|
266
|
|
280
|
Samford
|
-32.6765
|
0.0%
|
261
|
|
281
|
Idaho St.
|
-32.7116
|
0.0%
|
272
|
|
282
|
Sacred Heart
|
-32.8743
|
0.0%
|
271
|
|
283
|
Manhattan
|
-33.1601
|
0.0%
|
242
|
|
284
|
Monmouth
|
-33.2294
|
0.0%
|
287
|
|
285
|
North Carolina A&T
|
-33.6797
|
0.0%
|
295
|
|
286
|
Youngstown St.
|
-34.4670
|
0.0%
|
252
|
|
287
|
Pennsylvania
|
-34.4807
|
0.0%
|
318
|
|
288
|
Hampton
|
-34.5165
|
0.0%
|
310
|
|
289
|
Missouri Kansas City
|
-34.8378
|
0.0%
|
302
|
|
290
|
Brown
|
-34.9306
|
0.0%
|
281
|
|
291
|
Arkansas Little Rock
|
-34.9554
|
0.0%
|
251
|
|
292
|
American
|
-35.3526
|
0.0%
|
314
|
|
293
|
Sacramento St.
|
-35.4580
|
0.0%
|
308
|
|
294
|
McNeese St.
|
-35.8061
|
0.0%
|
307
|
|
295
|
Howard
|
-35.9114
|
0.0%
|
315
|
|
296
|
Maryland Eastern Shore
|
-35.9905
|
0.0%
|
306
|
|
297
|
Georgia Southern
|
-36.1325
|
0.0%
|
268
|
|
298
|
New Hampshire
|
-36.3399
|
0.0%
|
291
|
|
299
|
Elon
|
-36.3935
|
0.0%
|
298
|
|
300
|
Towson
|
-36.4147
|
0.0%
|
283
|
|
301
|
Alabama St.
|
-36.5196
|
0.0%
|
332
|
|
302
|
Eastern Washington
|
-36.6638
|
0.0%
|
303
|
|
303
|
Nicholls St.
|
-36.6763
|
0.0%
|
296
|
|
304
|
Norfolk St.
|
-36.8256
|
0.0%
|
313
|
|
305
|
Utah Valley
|
-36.9412
|
0.0%
|
336
|
|
306
|
Illinois Chicago
|
-37.1719
|
0.0%
|
270
|
|
307
|
Central Connecticut
|
-37.2058
|
0.0%
|
324
|
|
308
|
North Dakota
|
-37.4226
|
0.0%
|
327
|
|
309
|
Mississippi Valley St.
|
-37.4418
|
0.0%
|
323
|
|
310
|
Centenary
|
-37.5738
|
0.0%
|
286
|
|
311
|
Southeast Missouri St.
|
-37.7326
|
0.0%
|
300
|
|
312
|
Florida International
|
-37.8397
|
0.0%
|
292
|
|
313
|
Gardner Webb
|
-37.8550
|
0.0%
|
288
|
|
314
|
St. Francis PA
|
-38.3031
|
0.0%
|
293
|
|
315
|
Colgate
|
-38.3261
|
0.0%
|
304
|
|
316
|
NJ Inst of Technology
|
-38.3279
|
0.0%
|
335
|
|
317
|
South Carolina Upstate
|
-38.4600
|
0.0%
|
301
|
|
318
|
Houston Baptist
|
-38.5964
|
0.0%
|
340
|
|
319
|
Fordham
|
-38.6242
|
0.0%
|
276
|
|
320
|
Texas Pan American
|
-39.3713
|
0.0%
|
326
|
|
321
|
Alabama A&M
|
-39.7488
|
0.0%
|
339
|
|
322
|
Dartmouth
|
-39.9997
|
0.0%
|
305
|
|
323
|
Tennessee St.
|
-40.2181
|
0.0%
|
282
|
|
324
|
Western Illinois
|
-40.3536
|
0.0%
|
311
|
|
325
|
Northwestern St.
|
-40.5233
|
0.0%
|
330
|
|
326
|
Evansville
|
-40.8289
|
0.0%
|
269
|
|
327
|
Florida Gulf Coast
|
-41.5183
|
0.0%
|
317
|
|
328
|
SIU Edwardsville
|
-41.9144
|
0.0%
|
333
|
|
329
|
Florida A&M
|
-42.0506
|
0.0%
|
321
|
|
330
|
Virginia Military Inst
|
-42.0812
|
0.0%
|
316
|
|
331
|
Southern Utah
|
-42.1313
|
0.0%
|
312
|
|
332
|
Chicago St.
|
-42.7028
|
0.0%
|
347
|
|
333
|
Albany
|
-42.8084
|
0.0%
|
299
|
|
334
|
Grambling
|
-43.1698
|
0.0%
|
343
|
|
335
|
Toledo
|
-43.2009
|
0.0%
|
309
|
|
336
|
Central Arkansas
|
-43.4499
|
0.0%
|
331
|
|
337
|
New Orleans
|
-43.7502
|
0.0%
|
322
|
|
338
|
Southern
|
-45.3305
|
0.0%
|
341
|
|
339
|
Presbyterian
|
-45.4483
|
0.0%
|
319
|
|
340
|
MD Baltimore County
|
-45.7070
|
0.0%
|
342
|
|
341
|
Stetson
|
-45.8314
|
0.0%
|
325
|
|
342
|
Wagner
|
-46.5919
|
0.0%
|
334
|
|
343
|
Marist
|
-46.8985
|
0.0%
|
329
|
|
344
|
Coppin St.
|
-47.3440
|
0.0%
|
338
|
|
345
|
Tennessee Martin
|
-48.2640
|
0.0%
|
337
|
|
346
|
Alcorn St.
|
-50.5184
|
0.0%
|
344
|
|
347
|
Bryant
|
-52.6992
|
0.0%
|
345
|
|
