Computer Rating System Prediction Results for College Football (NCAA IA)
2008 Season Totals
| System |
Pct. Correct |
Against Spread |
Absolute Error |
Bias |
Mean Square Error |
games |
suw |
sul |
atsw |
atsl |
| Logistic Regression | 0.67251 | 0.49852 | 19.9079 | -4.7427 | 967.244 | 342 | 230 | 112 | 168 | 169 |
| DP Dwiggins | 0.71429 | 0.50903 | 13.5109 | -3.0640 | 296.301 | 567 | 405 | 162 | 282 | 272 |
| Stephen Kerns | 0.72385 | 0.53912 | 13.6591 | -2.9885 | 305.183 | 717 | 519 | 198 | 379 | 324 |
| Nutshell Girl | 0.70760 | 0.50742 | 13.5932 | -1.5051 | 302.535 | 342 | 242 | 100 | 171 | 166 |
| Anderson/Hester * | 0.70710 | 0.47748 | 13.8421 | -1.3609 | 320.219 | 338 | 239 | 99 | 159 | 174 |
| Sportrends | 0.69350 | 0.49564 | 14.8414 | -1.3575 | 367.346 | 708 | 491 | 217 | 341 | 347 |
| Least Squares w/ HFA | 0.65789 | 0.49258 | 16.1102 | -1.1122 | 412.168 | 342 | 225 | 117 | 166 | 171 |
| Tom Benson | 0.69923 | 0.48148 | 14.6618 | -1.0881 | 347.855 | 522 | 365 | 157 | 247 | 266 |
| Warren Claassen | 0.72563 | 0.49075 | 14.0176 | -1.0525 | 316.050 | 718 | 521 | 197 | 345 | 358 |
| Colley Rankings * | 0.70175 | 0.47917 | 13.9185 | -0.9162 | 320.895 | 342 | 240 | 102 | 161 | 175 |
| Massey BCS * | 0.71637 | 0.49258 | 13.5732 | -0.8457 | 313.232 | 342 | 245 | 97 | 166 | 171 |
| Dave Congrove | 0.72423 | 0.50356 | 13.2581 | -0.8393 | 285.592 | 718 | 520 | 198 | 354 | 349 |
| Linear Regression | 0.74561 | 0.50148 | 13.3796 | -0.8116 | 288.757 | 342 | 255 | 87 | 169 | 168 |
| Laz Index | 0.74234 | 0.50285 | 13.1206 | -0.6036 | 282.273 | 718 | 533 | 185 | 353 | 349 |
| Billingsly | 0.68663 | 0.45739 | 14.4297 | -0.5499 | 335.311 | 718 | 493 | 225 | 322 | 382 |
| Covers.com | 0.73538 | 0.50857 | 13.0702 | -0.5363 | 278.854 | 718 | 528 | 190 | 356 | 344 |
| Catherwood Ratings | 0.70455 | 0.51701 | 13.0714 | -0.5325 | 279.343 | 308 | 217 | 91 | 152 | 142 |
| Beck Elo | 0.72284 | 0.47863 | 13.4931 | -0.4882 | 294.166 | 718 | 519 | 199 | 336 | 366 |
| PerformanZ Ratings | 0.73955 | 0.47511 | 13.9043 | -0.4733 | 308.905 | 718 | 531 | 187 | 334 | 369 |
| Moore Power Ratings | 0.74373 | 0.49148 | 13.1593 | -0.4516 | 281.757 | 718 | 534 | 184 | 346 | 358 |
| Sagarin Predictive | 0.73677 | 0.49716 | 13.2170 | -0.4181 | 280.841 | 718 | 529 | 189 | 350 | 354 |
| Sagarin | 0.73677 | 0.48506 | 13.3644 | -0.4172 | 291.403 | 718 | 529 | 189 | 341 | 362 |
| Imes Comprank | 0.72331 | 0.48308 | 13.7986 | -0.3628 | 304.556 | 665 | 481 | 184 | 314 | 336 |
| Lee Burdorf | 0.73677 | 0.49785 | 13.2455 | -0.3589 | 281.820 | 718 | 529 | 189 | 348 | 351 |
| Bihl System | 0.73708 | 0.50114 | 13.0810 | -0.3526 | 274.910 | 445 | 328 | 117 | 219 | 218 |
| Wolfe * | 0.70175 | 0.51039 | 14.0233 | -0.3427 | 329.651 | 342 | 240 | 102 | 172 | 165 |
| Hank Trexler | 0.72981 | 0.47939 | 13.0362 | -0.3343 | 275.688 | 718 | 524 | 194 | 314 | 341 |
| Sagarin Elo | 0.70613 | 0.48011 | 14.1104 | -0.3101 | 326.758 | 718 | 507 | 211 | 338 | 366 |
| System Median | 0.75487 | 0.48058 | 12.8794 | -0.2401 | 270.866 | 718 | 542 | 176 | 334 | 361 |
| CPA Rankings | 0.74930 | 0.52489 | 13.3203 | -0.2382 | 289.026 | 718 | 538 | 180 | 369 | 334 |
| Pigskin Index | 0.73625 | 0.45692 | 13.0734 | -0.2268 | 275.667 | 709 | 522 | 187 | 297 | 353 |
| System Average | 0.75487 | 0.48080 | 12.9140 | -0.2240 | 270.949 | 718 | 542 | 176 | 338 | 365 |
| Martien Maas | 0.70221 | 0.49487 | 14.0884 | -0.1875 | 328.068 | 497 | 349 | 148 | 241 | 246 |
| Harmon Forcast | 0.73780 | 0.49178 | 12.9010 | -0.1646 | 270.614 | 717 | 529 | 188 | 329 | 340 |
| Bassett Model | 0.69948 | 0.47803 | 13.3794 | -0.1183 | 290.850 | 579 | 405 | 174 | 272 | 297 |
| CPA Retro | 0.71588 | 0.48153 | 14.1334 | -0.1177 | 326.773 | 718 | 514 | 204 | 339 | 365 |
| Born Power Index | 0.72981 | 0.50710 | 13.2065 | -0.1040 | 280.310 | 718 | 524 | 194 | 357 | 347 |
| Howell | 0.72563 | 0.49102 | 13.3831 | -0.0236 | 291.982 | 718 | 521 | 197 | 328 | 340 |
| Line (opening) | 0.72905 | 0.47458 | 12.7884 | 0.0216 | 264.500 | 716 | 522 | 194 | 280 | 310 |
| NutShell Sports | 0.74373 | 0.50852 | 13.1522 | 0.0385 | 283.134 | 718 | 534 | 184 | 358 | 346 |
| Computer Adjusted Line | 0.73816 | 0.47893 | 12.6072 | 0.0738 | 256.741 | 718 | 530 | 188 | 125 | 136 |
| NutShell Retro | 0.71727 | 0.47937 | 13.5750 | 0.0755 | 299.352 | 718 | 515 | 203 | 337 | 366 |
| Atomic Football | 0.75209 | 0.49215 | 12.8479 | 0.0911 | 266.434 | 718 | 540 | 178 | 345 | 356 |
| Line (updated) | 0.73816 | | 12.5912 | 0.1024 | 255.867 | 718 | 530 | 188 | | |
| Massey Consensus | 0.74095 | 0.49148 | 13.6242 | 0.1080 | 300.364 | 718 | 532 | 186 | 346 | 358 |
| ARGH Power Ratings | 0.73259 | 0.47858 | 13.2695 | 0.1560 | 288.412 | 718 | 526 | 192 | 324 | 353 |
| Keeper | 0.73120 | 0.48295 | 13.4905 | 0.4086 | 288.850 | 718 | 525 | 193 | 340 | 364 |
| Ashby AccuRatings | 0.73816 | 0.46875 | 13.1393 | 0.4153 | 279.280 | 718 | 530 | 188 | 315 | 357 |
| Super List | 0.73398 | 0.48222 | 15.3791 | 0.4898 | 369.664 | 718 | 527 | 191 | 339 | 364 |
| Edward Kambour | 0.74591 | 0.49469 | 13.3416 | 0.4994 | 287.046 | 673 | 502 | 171 | 326 | 333 |
| Dokter Entropy | 0.74652 | 0.47585 | 13.1575 | 0.5936 | 281.082 | 718 | 536 | 182 | 335 | 369 |
| Dunkel Index | 0.73603 | 0.50427 | 12.9018 | 0.6649 | 273.168 | 716 | 527 | 189 | 354 | 348 |
| Stat Fox | 0.74791 | 0.53881 | 12.8705 | 0.9515 | 273.741 | 718 | 537 | 181 | 361 | 309 |
| Marsee | 0.72065 | 0.49606 | 13.5691 | 1.3284 | 298.360 | 673 | 485 | 188 | 315 | 320 |
* This system does not make predictions. I make predictions for this
system by translating it to a new scale that allows for making predictions.
Retrodictive records are found by taking the ratings from the current week
and applying them to the entire season to date.
The ideal system would be one that has the highest correct game decisions,
has the smallest mean error(deviation from the actual game result), and has
a bias of zero.
Mean Error = average[abs(prediction-actual)]
Bias = agerage(prediction - actual)
Std. = Standard Deviation of individual game biases