WAB 1/25: Deserve’s got nothing to do with it

I’m going to be doing something slightly different with WAB today. I took the KenPom, Sagarin, and BPI ratings and combined them, then took the WAB’s generated by that composite rating. That generates almost identical answers as the composite WAB I was generating previously, and it saves a bit of time, but that’s not why I did it. No, the reason I used the composite Pythag to generate the WAB’s was so that I could take a collective look at two respective teams. First up is Wichita State:

Date Opponent O-Pts Team Pts Location eW% Net WAB
11/11/16 South Carolina St. 39 Wichita St. 85 Home 0.9785 0.0215
11/13/16 Long Beach St. 55 Wichita St. 92 Home 0.9149 0.0851
11/16/16 Tulsa 53 Wichita St. 80 Home 0.7818 0.2182
11/20/16 Maryland Eastern Shore 79 Wichita St. 116 Home 0.964 0.0360
11/23/16 LSU 47 Wichita St. 82 Neutral 0.8267 0.1733
11/24/16 Louisville 62 Wichita St. 52 Neutral 0.1951 -0.1951
11/25/16 Michigan St. 77 Wichita St. 72 Neutral 0.5342 -0.5342
11/29/16 Southern Nazarene 57 Wichita St. 87 Home 1 0.0000
12/03/16 Colorado St. 67 Wichita St. 82 Away 0.8199 0.1801
12/06/16 Saint Louis 45 Wichita St. 75 Home 0.9582 0.0418
12/10/16 Oklahoma 73 Wichita St. 76 Semi-Away 0.6052 0.3948
12/17/16 Oklahoma St. 93 Wichita St. 76 Home 0.4725 -0.4725
12/22/16 South Dakota St. 67 Wichita St. 89 Home 0.9137 0.0863
12/28/16 Indiana St. 72 Wichita St. 80 Away 0.8715 0.1285
01/01/17 Bradley 66 Wichita St. 100 Home 0.9244 0.0756
01/04/17 Drake 65 Wichita St. 90 Home 0.9186 0.0814
01/08/17 Northern Iowa 66 Wichita St. 80 Away 0.8235 0.1765
01/11/17 Loyola Chicago 75 Wichita St. 87 Home 0.7479 0.2521
01/14/17 Illinois St. 76 Wichita St. 62 Away 0.5176 -0.5176
01/17/17 Evansville 65 Wichita St. 82 Away 0.8486 0.1514
01/21/17 Indiana St. 58 Wichita St. 84 Home 0.8715 0.1285
01/24/17 Southern Illinois 45 Wichita St. 87 Home 0.8562 0.1438
             
            WAB 0.6555

 

You’ll note that the win over Southern Nazarene nets 0.0000 WAB. I give no credit for wins over non-D1 schools. Their worst loss is, coincidentally enough, against Michigan State. They finished November with -0.1952 WAB. Since then, they’ve gone 12-2, picking up 0.8507 WAB. It’s hard to simply look at their schedule and estimate how many wins an average bubble team would have against it. This is why I do the math. Next up is Michigan State:

Date Opponent O-Pts Team Pts Location eW% Net WAB
11/11/16 Arizona 65 Michigan St. 63 Neutral 0.3022 -0.3022
11/15/16 Kentucky 69 Michigan St. 48 Neutral 0.1683 -0.1683
11/18/16 Mississippi Valley St. 53 Michigan St. 100 Home 0.9903 0.0097
11/20/16 Florida Gulf Coast 77 Michigan St. 78 Home 0.8411 0.1589
11/23/16 St. John’s 62 Michigan St. 73 Neutral 0.7597 0.2403
11/24/16 Baylor 73 Michigan St. 58 Neutral 0.2393 -0.2393
11/25/16 Wichita St. 72 Michigan St. 77 Neutral 0.3592 0.6408
11/29/16 Duke 78 Michigan St. 69 Away 0.1498 -0.1498
12/03/16 Oral Roberts 76 Michigan St. 80 Home 0.9396 0.0604
12/06/16 Youngstown St. 57 Michigan St. 77 Home 0.972 0.0280
12/10/16 Tennessee Tech 63 Michigan St. 71 Home 0.9592 0.0408
12/18/16 Northeastern 81 Michigan St. 73 Home 0.849 -0.8490
12/21/16 Oakland 65 Michigan St. 77 Home 0.8369 0.1631
12/27/16 Minnesota 74 Michigan St. 75 Away 0.3702 0.6298
12/30/16 Northwestern 52 Michigan St. 61 Home 0.5997 0.4003
01/04/17 Rutgers 65 Michigan St. 93 Home 0.8792 0.1208
01/07/17 Penn St. 72 Michigan St. 63 Semi-Away 0.6449 -0.6449
01/11/17 Minnesota 47 Michigan St. 65 Home 0.6393 0.3607
01/15/17 Ohio St. 72 Michigan St. 67 Away 0.4342 -0.4342
01/21/17 Indiana 82 Michigan St. 75 Away 0.2599 -0.2599
01/24/17 Purdue 84 Michigan St. 73 Home 0.3644 -0.3644
WAB -0.5584

They got off to a rough start, but by the end of November they were back over the Mendoza line with 0.1901 WAB. Since then, things have been rough, and they’ve dropped 0.7485 WAB. Have they faced a tough schedule? Absolutely. If they were 13-8, they’d be doing a solid job against it. Thing is, they aren’t 13-8. They’re 12-9, and that’s a pretty big difference as far as WAB is concerned.

Michigan State obviously has the head-to-head advantage over Wichita State, but WAB takes that into account. That win put Michigan State 1.1750 Wins-Above-Bubble ahead of Wichita State. The thing is, in all of the other games Wichita State has been 2.3889 wins better than Michigan State. Of course, none of that will help Wichita State so long as we look at the world through RPI-tinted glasses.

http://www.cbssports.com/collegebasketball/teams/rpi/WICHST/wichita-state-shockers

http://www.cbssports.com/collegebasketball/teams/rpi/MICHST/michigan-state-spartans

As I noted earlier, Deserve’s got nothing to do with it.

If your concern is that it’s easy to win the games you’re supposed to win, let me note that approximate 25% of bubble teams would be 19-3 or better vs. Wichita State’s schedule, and 52% of them would be 17-5 or worse. I have 22.81% of bubble teams replicating Wichita State’s record. As for Michigan State, 51% of bubble teams would be 13-8 or better, while 28% would be 11-10 or worse. I have 20.79% of them replicating Michigan State’s record.

So, for now we will continue to see brackets that have Michigan State safely in, while Wichita State is not even one of the first four out. Is it fair? Of course not, but life isn’t fair, and neither is selection to the NCAA Tournament.

WAB Rank School WAB Bubble Percentile Pythag Pythag Rank
1 Baylor 6.15 99.99% 0.9465 10
2 Kansas 5.64 99.92% 0.9517 8
3 Villanova 5.56 99.89% 0.9662 2
4 Gonzaga 4.91 99.95% 0.9559 7
5 Butler 4.70 99.34% 0.9179 19
6 Louisville 4.64 99.29% 0.9583 6
7 Florida St. 4.60 99.74% 0.9222 18
8 Arizona 4.33 99.41% 0.9278 16
9 Wisconsin 4.26 98.97% 0.9431 12
10 Creighton 4.09 99.05% 0.9158 20
11 North Carolina 4.08 98.73% 0.9623 4
12 Virginia 3.95 98.79% 0.9613 5
13 UCLA 3.88 99.12% 0.9335 13
14 Kentucky 3.78 98.33% 0.9649 3
15 Notre Dame 3.73 98.16% 0.915 21
16 Maryland 2.96 95.86% 0.8227 49
17 Cincinnati 2.79 96.16% 0.9268 17
18 Oregon 2.74 95.07% 0.9328 14
19 West Virginia 2.49 92.15% 0.9663 1
20 Purdue 2.44 91.63% 0.944 11
21 Xavier 2.35 88.80% 0.8974 26
22 South Carolina 2.26 89.02% 0.8815 28
23 Florida 2.21 88.15% 0.9319 15
24 Saint Mary’s 1.91 89.70% 0.9135 22
25 UNC Wilmington 1.79 86.25% 0.8087 53
26 Northwestern 1.68 82.43% 0.8658 33
27 Virginia Tech 1.58 82.28% 0.8169 50
28 Minnesota 1.57 80.34% 0.845 40
29 Arkansas 1.57 81.50% 0.8257 48
30 Duke 1.43 79.34% 0.9479 9
31 USC 1.40 78.01% 0.7876 58
32 Marquette 1.23 75.68% 0.8679 32
33 Kansas St. 1.14 75.35% 0.8778 29
34 Iowa St. 1.14 73.69% 0.9096 23
35 SMU 1.09 72.25% 0.8949 27
36 Middle Tennessee 0.89 68.76% 0.7982 56
37 TCU 0.82 67.64% 0.8557 37
38 Wichita St. 0.66 63.48% 0.9085 24
39 Dayton 0.64 63.14% 0.8563 36
40 Akron 0.49 61.38% 0.7122 80
41 Seton Hall 0.32 56.91% 0.8017 55
42 Oklahoma St. 0.23 55.21% 0.8614 34
43 Texas Tech 0.21 54.63% 0.8569 35
44 Wake Forest 0.13 52.65% 0.8454 39
45 Valparaiso 0.12 51.50% 0.6861 90
46 New Mexico St. 0.11 50.30% 0.6616 97
47 Indiana 0.09 51.81% 0.9012 25
48 Illinois St. 0.08 50.27% 0.8384 42
49 Nevada -0.01 47.87% 0.7692 63
50 Clemson -0.20 45.59% 0.872 31
51 California -0.38 40.30% 0.8163 52
52 Chattanooga -0.44 36.64% 0.7446 75
53 Utah -0.52 36.34% 0.8443 41
54 Miami FL -0.54 36.62% 0.8751 30
55 Monmouth -0.54 35.39% 0.6941 87
56 Michigan St. -0.56 38.25% 0.8292 47
57 Pittsburgh -0.62 36.87% 0.7448 74
58 Memphis -0.64 34.56% 0.7122 81
59 VCU -0.66 34.13% 0.8294 46
60 UT Arlington -0.69 32.53% 0.72 78
61 Belmont -0.69 30.52% 0.6824 92
62 Vermont -0.70 32.38% 0.7465 73
63 Michigan -0.86 31.15% 0.8509 38
64 Providence -0.86 31.29% 0.7737 62
65 Georgia -0.87 31.14% 0.8167 51
66 Tennessee -0.94 30.24% 0.7952 57
67 Auburn -0.95 29.10% 0.6942 86
68 Georgia Tech -0.99 28.13% 0.6406 106
69 Mississippi -1.00 28.17% 0.6931 88
70 Illinois -1.05 27.61% 0.7484 72
71 North Carolina St. -1.08 26.05% 0.7615 66
72 UCF -1.12 23.35% 0.7668 64
73 Rhode Island -1.12 24.11% 0.8365 44
74 College of Charleston -1.14 23.34% 0.6696 94
75 La Salle -1.18 23.01% 0.6537 100
76 Winthrop -1.21 19.10% 0.5883 127
77 Ohio St. -1.53 18.78% 0.8068 54
78 UNC Greensboro -1.55 15.10% 0.5322 150
79 Florida Gulf Coast -1.58 15.34% 0.6462 103
80 East Tennessee St. -1.60 14.86% 0.753 71
81 Arkansas St. -1.74 14.86% 0.6003 121
82 Bucknell -1.91 12.18% 0.6324 111
83 Mississippi St. -1.93 11.56% 0.6978 85
84 Houston -1.97 13.37% 0.8372 43
85 Boise St. -2.03 10.88% 0.688 89
86 Alabama -2.06 11.45% 0.7628 65
87 Stanford -2.11 11.07% 0.6353 110
88 BYU -2.24 8.88% 0.7756 61
89 North Dakota St. -2.37 7.25% 0.5529 143
90 Georgia Southern -2.39 7.07% 0.5879 128
91 George Mason -2.43 7.30% 0.5766 132
92 Harvard -2.49 3.78% 0.5956 122
93 Iowa -2.50 7.49% 0.6858 91
94 St. Bonaventure -2.51 6.20% 0.6981 84
95 Tulsa -2.51 7.07% 0.6084 118
96 Texas A&M -2.53 6.28% 0.757 70
97 UNC Asheville -2.56 5.78% 0.6248 116
98 Princeton -2.56 4.99% 0.7314 76
99 Penn St. -2.62 8.27% 0.6993 83
100 Syracuse -2.67 6.76% 0.8346 45
101 Nebraska -2.71 6.83% 0.6823 93
102 San Francisco -2.79 4.64% 0.593 123
103 New Mexico -2.82 5.70% 0.6578 99
104 Fresno St. -2.82 4.28% 0.6068 120
105 Yale -2.88 2.87% 0.6453 105
106 Oakland -2.91 3.51% 0.6533 101
107 Temple -2.91 5.00% 0.6614 98
108 Sam Houston St. -2.96 2.00% 0.4179 196
109 Louisiana Tech -2.96 2.19% 0.7094 82
110 Grand Canyon -2.98 1.85% 0.4311 192
111 Georgetown -3.01 5.56% 0.7832 60
112 Georgia St. -3.11 2.62% 0.5399 147
113 Rutgers -3.12 3.33% 0.5704 136
114 Fort Wayne -3.15 2.15% 0.6314 113
115 Oklahoma -3.20 3.71% 0.7841 59
116 Loyola Chicago -3.25 2.81% 0.6524 102
117 Eastern Washington -3.34 1.59% 0.3977 203
118 Ohio -3.37 1.65% 0.6655 96
119 Marshall -3.38 2.34% 0.6119 117
120 Samford -3.38 1.25% 0.5033 159
121 UMBC -3.41 1.17% 0.4234 194
122 Vanderbilt -3.51 3.59% 0.7606 68
123 Davidson -3.52 1.44% 0.7307 77
124 UAB -3.54 1.67% 0.5758 133
125 Cal St. Bakersfield -3.56 0.77% 0.589 126
126 New Hampshire -3.60 0.95% 0.486 170
127 Massachusetts -3.63 2.06% 0.6356 109
128 Louisiana Lafayette -3.67 1.16% 0.6072 119
129 Wyoming -3.69 1.75% 0.5552 142
130 Richmond -3.70 1.94% 0.6301 115
131 North Carolina Central -3.74 0.51% 0.5613 140
132 Texas Southern -3.78 1.13% 0.4726 176
133 LSU -3.80 1.89% 0.5386 148
134 Arizona St. -3.81 1.69% 0.5643 139
135 Rice -3.82 0.82% 0.5838 129
136 New Orleans -3.84 0.47% 0.3493 229
137 Eastern Michigan -3.88 0.90% 0.6461 104
138 Old Dominion -3.90 1.14% 0.5692 137
139 San Diego St. -3.91 0.99% 0.7607 67
140 Tennessee St. -4.02 0.67% 0.5265 152
141 George Washington -4.04 1.25% 0.4983 163
142 Iona -4.05 1.03% 0.5754 134
143 Northeastern -4.09 1.09% 0.6322 112
144 Tennessee Martin -4.13 0.54% 0.3624 222
145 Lehigh -4.16 0.75% 0.6371 108
146 Central Michigan -4.20 0.55% 0.4631 182
147 UC Irvine -4.22 0.65% 0.578 131
148 Wright St. -4.23 0.72% 0.4705 180
149 Colorado -4.27 0.91% 0.714 79
150 Washington St. -4.29 0.74% 0.3467 231
151 Colorado St. -4.29 0.64% 0.55 144
152 Texas -4.31 0.96% 0.7601 69
153 Furman -4.42 0.44% 0.5709 135
154 Ball St. -4.45 0.22% 0.5038 158
155 Green Bay -4.48 0.25% 0.463 183
156 Saint Joseph’s -4.54 0.70% 0.5831 130
157 Jacksonville St. -4.63 0.52% 0.4482 189
158 Missouri St. -4.65 0.38% 0.6308 114
159 North Dakota -4.66 0.15% 0.4458 191
160 Washington -4.76 0.35% 0.5899 124
161 Northern Kentucky -4.76 0.16% 0.4753 174
162 USC Upstate -4.85 0.14% 0.341 239
163 Weber St. -4.87 0.11% 0.5897 125
164 William & Mary -4.97 0.11% 0.5056 157
165 Denver -4.99 0.19% 0.5059 156
166 Nebraska Omaha -5.01 0.31% 0.4565 186
167 Boston College -5.01 0.19% 0.5102 153
168 Toledo -5.04 0.27% 0.5658 138
169 Canisius -5.05 0.23% 0.5021 160
170 Connecticut -5.12 0.29% 0.6672 95
171 St. John’s -5.15 0.28% 0.6378 107
172 Portland St. -5.17 0.03% 0.4038 200
173 Albany -5.17 0.10% 0.5475 145
174 Charlotte -5.18 0.07% 0.3695 219
175 Towson -5.19 0.22% 0.5579 141
176 Elon -5.22 0.12% 0.5346 149
177 UC Davis -5.28 0.08% 0.3969 204
178 Penn -5.29 0.03% 0.4884 168
179 South Dakota -5.33 0.11% 0.4722 177
180 UNLV -5.34 0.10% 0.3828 212
181 Little Rock -5.48 0.02% 0.4052 199
182 LIU Brooklyn -5.54 0.03% 0.2957 257
183 Northern Iowa -5.55 0.12% 0.5439 146
184 Brown -5.60 0.01% 0.3 255
185 Holy Cross -5.61 0.09% 0.4018 201
186 Southeastern Louisiana -5.61 0.01% 0.3486 230
187 Columbia -5.65 0.01% 0.4088 198
188 San Jose St. -5.68 0.03% 0.3509 227
189 Northern Illinois -5.71 0.02% 0.4527 187
190 Saint Peter’s -5.78 0.03% 0.4884 167
191 Santa Clara -5.93 0.03% 0.5102 154
192 Gardner Webb -5.96 0.01% 0.387 208
193 Rider -5.98 0.03% 0.3962 205
194 San Diego -6.01 0.01% 0.3426 237
195 Southern Illinois -6.03 0.03% 0.4832 171
196 Portland -6.07 0.02% 0.3459 232
197 East Carolina -6.09 0.02% 0.4167 197
198 Texas A&M Corpus Chris -6.12 0.00% 0.2984 256
199 Loyola Marymount -6.14 0.01% 0.4696 181
200 Kent St. -6.14 0.02% 0.5288 151
201 Nicholls St. -6.18 0.01% 0.1794 312
202 Stony Brook -6.23 0.01% 0.3751 217
203 Texas St. -6.25 0.00% 0.3429 236
204 Utah Valley -6.26 0.00% 0.3722 218
205 Lamar -6.27 0.00% 0.3 254
206 Radford -6.27 0.00% 0.2474 278
207 Loyola MD -6.31 0.01% 0.2858 263
208 Fairleigh Dickinson -6.31 0.01% 0.3179 249
209 Buffalo -6.33 0.02% 0.5066 155
210 Mount St. Mary’s -6.34 0.01% 0.3758 216
211 Evansville -6.48 0.01% 0.4982 164
212 Illinois Chicago -6.55 0.00% 0.3763 215
213 Northwestern St. -6.56 0.00% 0.2178 299
214 Troy -6.58 0.01% 0.4998 162
215 Boston University -6.61 0.01% 0.4976 165
216 Liberty -6.65 0.00% 0.3451 233
217 DePaul -6.68 0.01% 0.4605 184
218 Utah St. -6.70 0.01% 0.4822 173
219 Coastal Carolina -6.73 0.01% 0.3868 209
220 Houston Baptist -6.74 0.00% 0.3109 251
221 Stephen F. Austin -6.81 0.00% 0.3305 243
222 Murray St. -6.88 0.00% 0.4867 169
223 Fairfield -6.92 0.01% 0.3822 213
224 High Point -6.92 0.00% 0.2467 281
225 Fordham -6.98 0.01% 0.3929 206
226 Long Beach St. -7.00 0.00% 0.3411 238
227 Idaho -7.03 0.00% 0.3057 252
228 Montana -7.08 0.00% 0.5018 161
229 Hofstra -7.09 0.00% 0.4732 175
230 Seattle -7.12 0.00% 0.2296 288
231 Jacksonville -7.14 0.00% 0.3197 246
232 Hawaii -7.17 0.00% 0.3624 221
233 Mercer -7.22 0.01% 0.472 178
234 Morehead St. -7.27 0.00% 0.4307 193
235 IUPUI -7.28 0.00% 0.4713 179
236 South Carolina St. -7.35 0.00% 0.1089 336
237 Incarnate Word -7.37 0.00% 0.1903 309
238 Navy -7.37 0.00% 0.3867 210
239 Lipscomb -7.41 0.00% 0.4462 190
240 UMKC -7.44 0.00% 0.2735 266
241 Siena -7.53 0.00% 0.495 166
242 UTSA -7.53 0.00% 0.2193 296
243 Duquesne -7.56 0.00% 0.381 214
244 Western Kentucky -7.69 0.00% 0.3628 220
245 Indiana St. -7.72 0.00% 0.4507 188
246 Air Force -7.72 0.00% 0.4196 195
247 Campbell -7.76 0.00% 0.244 283
248 Wagner -7.77 0.00% 0.3568 225
249 Pacific -7.83 0.00% 0.3594 223
250 Abilene Christian -7.87 0.00% 0.1951 308
251 Savannah St. -7.91 0.00% 0.1249 333
252 Alcorn St. -7.99 0.00% 0.1501 325
253 UC Riverside -8.01 0.00% 0.2367 286
254 Appalachian St. -8.02 0.00% 0.3345 242
255 Northern Colorado -8.04 0.00% 0.2884 260
256 Binghamton -8.05 0.00% 0.2266 292
257 Miami OH -8.08 0.00% 0.2745 265
258 NJIT -8.11 0.00% 0.3541 226
259 South Alabama -8.14 0.00% 0.3435 235
260 Wofford -8.21 0.00% 0.4829 172
261 Cornell -8.23 0.00% 0.2877 261
262 Bradley -8.25 0.00% 0.3128 250
263 South Florida -8.30 0.00% 0.2725 267
264 Cal St. Fullerton -8.33 0.00% 0.2131 302
265 Quinnipiac -8.37 0.00% 0.3239 245
266 Western Michigan -8.37 0.00% 0.3992 202
267 North Florida -8.38 0.00% 0.2853 264
268 Bowling Green -8.44 0.00% 0.3192 248
269 McNeese St. -8.49 0.00% 0.1544 324
270 Oral Roberts -8.50 0.00% 0.3832 211
271 Missouri -8.53 0.00% 0.4601 185
272 Cal St. Northridge -8.59 0.00% 0.2876 262
273 Morgan St. -8.59 0.00% 0.1361 328
274 Charleston Southern -8.71 0.00% 0.2182 298
275 Eastern Illinois -8.85 0.00% 0.3893 207
276 Army -8.85 0.00% 0.3364 241
277 The Citadel -8.86 0.00% 0.201 306
278 Norfolk St. -8.98 0.00% 0.1812 311
279 South Dakota St. -8.99 0.00% 0.3446 234
280 St. Francis PA -9.04 0.00% 0.2717 271
281 Southern -9.06 0.00% 0.2204 295
282 Saint Louis -9.07 0.00% 0.1955 307
283 Western Illinois -9.18 0.00% 0.2399 284
284 Grambling St. -9.25 0.00% 0.0878 343
285 UT Rio Grande Valley -9.26 0.00% 0.2143 301
286 Montana St. -9.30 0.00% 0.3196 247
287 Dartmouth -9.31 0.00% 0.211 304
288 Maryland Eastern Shore -9.33 0.00% 0.172 314
289 Western Carolina -9.33 0.00% 0.1398 327
290 Drexel -9.33 0.00% 0.3588 224
291 Hampton -9.34 0.00% 0.1564 323
292 Delaware -9.53 0.00% 0.2192 297
293 Southeast Missouri St. -9.56 0.00% 0.2904 259
294 Sacramento St. -9.63 0.00% 0.1686 316
295 Jackson St. -9.71 0.00% 0.1608 320
296 Kennesaw St. -9.72 0.00% 0.2569 274
297 Prairie View A&M -9.73 0.00% 0.1674 317
298 Longwood -9.75 0.00% 0.0894 341
299 Austin Peay -9.79 0.00% 0.2298 287
300 Drake -9.80 0.00% 0.3304 244
301 North Texas -9.80 0.00% 0.2207 294
302 VMI -9.87 0.00% 0.1329 329
303 Robert Morris -9.87 0.00% 0.227 291
304 Eastern Kentucky -9.89 0.00% 0.2384 285
305 Manhattan -9.89 0.00% 0.302 253
306 Lafayette -9.89 0.00% 0.1098 335
307 UMass Lowell -9.92 0.00% 0.2719 270
308 Marist -9.92 0.00% 0.2128 303
309 Youngstown St. -9.98 0.00% 0.2178 300
310 UC Santa Barbara -9.99 0.00% 0.2285 289
311 Louisiana Monroe -10.03 0.00% 0.2689 273
312 Cleveland St. -10.04 0.00% 0.3408 240
313 Southern Miss -10.05 0.00% 0.1305 331
314 Howard -10.13 0.00% 0.1086 337
315 Pepperdine -10.14 0.00% 0.2249 293
316 American -10.17 0.00% 0.2274 290
317 Stetson -10.18 0.00% 0.1626 319
318 Florida Atlantic -10.28 0.00% 0.2468 280
319 UTEP -10.29 0.00% 0.2051 305
320 Tulane -10.32 0.00% 0.272 269
321 Tennessee Tech -10.33 0.00% 0.2916 258
322 Sacred Heart -10.39 0.00% 0.1768 313
323 Milwaukee -10.48 0.00% 0.2524 276
324 Bryant -10.78 0.00% 0.2476 277
325 Idaho St. -10.88 0.00% 0.1565 322
326 Cal Poly -10.90 0.00% 0.1822 310
327 Mississippi Valley St. -10.96 0.00% 0.0866 344
328 Chicago St. -11.00 0.00% 0.1325 330
329 Central Arkansas -11.01 0.00% 0.1706 315
330 Alabama St. -11.15 0.00% 0.1024 340
331 Niagara -11.19 0.00% 0.2723 268
332 Colgate -11.46 0.00% 0.2526 275
333 Detroit -11.47 0.00% 0.2458 282
334 James Madison -11.49 0.00% 0.3508 228
335 Coppin St. -11.51 0.00% 0.062 349
336 Oregon St. -11.52 0.00% 0.2712 272
337 Delaware St. -11.92 0.00% 0.1056 338
338 Hartford -11.99 0.00% 0.1423 326
339 Presbyterian -12.21 0.00% 0.0557 350
340 FIU -12.22 0.00% 0.2471 279
341 SIU Edwardsville -12.59 0.00% 0.1627 318
342 Bethune Cookman -12.72 0.00% 0.0859 345
343 Arkansas Pine Bluff -12.82 0.00% 0.0791 346
344 Florida A&M -12.83 0.00% 0.0672 348
345 Maine -12.96 0.00% 0.1291 332
346 Central Connecticut -13.46 0.00% 0.0884 342
347 Southern Utah -13.50 0.00% 0.1589 321
348 St. Francis NY -13.56 0.00% 0.1056 339
349 Northern Arizona -13.67 0.00% 0.1209 334
350 Alabama A&M -14.77 0.00% 0.0383 351
351 North Carolina A&T -15.22 0.00% 0.0714 347
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