Team                   Seed   Model%         90% CI Kalshi%   Poly%  Sharp% |   R64   R32   S16    E8    F4 Title | K-Diff P-Diff S-Diff | Signal
-----------------------------------------------------------------------------------------------------------------------------------------------------
  1 Duke                      1   21.07%     20.4-21.7%   24.0%   22.0%   19.5% |  100%   96%   85%   70%   52% 33.9% |   +2.9   +0.9   -1.5 | 
  2 Arizona                   1   17.47%     16.8-18.1%   14.0%   11.9%   14.4% |  100%   97%   84%   69%   50% 30.1% |   -3.5   -5.6   -3.1 | MODEL HIGHER
  3 Michigan                  1   16.61%     16.0-17.2%   21.0%   18.0%   19.5% |  100%   95%   84%   67%   48% 29.6% |   +4.4   +1.4   +2.9 | MARKETS HIGHER
  4 Florida                   1   10.78%     10.3-11.3%   15.0%   11.7%   10.4% |  100%   95%   80%   59%   39% 21.4% |   +4.2   +0.9   -0.4 | 
  5 Houston                   2    9.82%      9.3-10.3%    7.0%    8.0%    7.2% |  100%   95%   81%   66%   35% 18.7% |   -2.8   -1.8   -2.6 | MODEL HIGHER
  6 Illinois                  2    6.84%       6.4-7.3%    5.0%    4.3%    4.6% |  100%   95%   79%   60%   30% 14.8% |   -1.8   -2.5   -2.2 | MODEL HIGHER
  7 Connecticut               2    5.47%       5.1-5.9%    7.0%    6.0%    4.5% |  100%   93%   75%   56%   26% 12.5% |   +1.5   +0.5   -1.0 | ALIGNED
  8 Michigan St               2    2.45%       2.2-2.7%    2.0%    2.1%    1.9% |  100%   94%   69%   48%   19%  7.2% |   -0.5   -0.3   -0.6 | ALIGNED
  9 Iowa St                   3    2.22%       2.0-2.5%    4.0%    2.9%    3.7% |  100%   90%   63%   31%   13%  5.4% |   +1.8   +0.7   +1.5 | 
 10 Gonzaga                   4    1.17%       1.0-1.4%    2.0%    1.7%    1.8% |   50%   44%   33%   12%    7%  3.2% |   +0.8   +0.5   +0.6 | 
 11 Purdue                    4    1.03%       0.9-1.2%    3.0%    3.1%    2.6% |   49%   44%   32%   11%    6%  2.6% |   +2.0   +2.1   +1.6 | 
 12 Louisville                6    0.58%     0.46-0.71%    1.0%    0.7%    1.0% |  100%   76%   60%   24%    7%  2.1% |   +0.4   +0.1   +0.4 | 
 13 Tennessee                 5    0.47%     0.36-0.59%    1.0%    0.7%    1.3% |  100%   85%   44%   11%    5%  1.6% |   +0.5   +0.2   +0.8 | 
 14 St John's                 4    0.46%     0.35-0.57%    2.0%    1.1%    1.4% |   50%   44%   28%    8%    3%  1.3% |   +1.5   +0.6   +1.0 | 
 15 Nebraska                  4    0.42%     0.32-0.53%    2.0%    1.0%    1.1% |   50%   44%   28%    9%    4%  1.6% |   +1.6   +0.6   +0.6 | 
 16 Alabama                   4    0.38%     0.28-0.48%    1.0%    0.8%    1.4% |   50%   43%   28%    8%    4%  1.3% |   +0.6   +0.4   +1.1 | 
 17 Vanderbilt                5    0.38%     0.28-0.49%    2.0%    0.5%    0.9% |  100%   86%   41%   12%    5%  1.6% |   +1.6   +0.1   +0.5 | 
 18 Kansas                    4    0.37%     0.27-0.47%    3.0%    1.8%    1.9% |   50%   44%   30%    8%    4%  1.3% |   +2.6   +1.4   +1.5 | 
 19 Arkansas                  5    0.32%     0.23-0.42%    2.0%    0.8%    1.5% |  100%   83%   41%   11%    4%  1.2% |   +1.7   +0.5   +1.2 | 
 20 Texas Tech                4    0.27%     0.19-0.36%    1.0%    1.4%    0.8% |   49%   44%   29%    7%    3%  1.0% |   +0.7   +1.1   +0.5 | 
 21 Virginia                  4    0.24%     0.16-0.32%    1.0%    1.2%    1.0% |   51%   46%   28%    7%    3%  0.8% |   +0.8   +1.0   +0.8 | 
 22 Villanova                 6    0.15%     0.09-0.22%    1.0%    --      0.3% |  100%   62%   46%   15%    3%  0.9% |   +0.9     --   +0.2 | 
 23 Kentucky                  7    0.12%     0.07-0.18%    1.0%    0.4%    1.0% |  100%   62%   17%    9%    2%  0.4% |   +0.9   +0.3   +0.8 | 
 24 Wisconsin                 6    0.11%     0.06-0.17%    2.0%    --      0.8% |  100%   66%   52%   16%    4%  0.8% |   +1.9     --   +0.7 | 
 25 St Louis                  8    0.11%     0.06-0.17%    1.0%    0.5%    0.5% |   80%   54%    8%    4%    1%  0.3% |   +0.9   +0.4   +0.4 | 
 26 St Mary's CA              8    0.10%     0.05-0.15%    1.0%    --      0.4% |   80%   56%   11%    5%    2%  0.4% |   +0.9     --   +0.3 | 
 27 BYU                       7    0.09%     0.04-0.14%    1.0%    0.6%    0.6% |  100%   63%   18%    9%    2%  0.5% |   +0.9   +0.5   +0.5 | 
 28 North Carolina            6    0.08%     0.04-0.13%    1.0%    1.7%    0.7% |  100%   64%   47%   14%    4%  0.6% |   +0.9   +1.6   +0.6 | 
 29 Auburn                   11    0.07%     0.03-0.12%    1.0%    0.2%    0.2% |   44%   23%   17%    5%    1%  0.3% |   +0.9   +0.1   +0.1 | 
 30 SMU                      10    0.04%     0.01-0.07%    1.0%    --      0.3% |   57%   39%    8%    4%    1%  0.1% |   +1.0     --   +0.3 | 
 31 Utah St                   8    0.04%     0.01-0.08%    --      --      0.3% |   80%   50%    9%    3%    1%  0.2% |     --     --   +0.3 | 
 32 Georgia                   8    0.04%     0.01-0.08%    --      --      0.3% |   80%   52%    9%    3%    1%  0.2% |     --     --   +0.2 | 
 33 Clemson                   8    0.03%     0.00-0.06%    1.0%    0.2%    0.4% |   80%   53%    8%    3%    1%  0.2% |   +1.0   +0.2   +0.4 | 
 34 NC State                  9    0.03%     0.01-0.06%    1.0%    0.6%    0.4% |  100%   45%    7%    2%    1%  0.1% |   +1.0   +0.6   +0.4 | 
 35 Texas A&M                10    0.03%     0.01-0.06%    1.0%    --      0.4% |   57%   40%    9%    4%    1%  0.1% |   +1.0     --   +0.4 | 
 36 Iowa                      9    0.02%     0.00-0.05%    1.0%    --      0.5% |  100%   47%    7%    3%    1%  0.2% |   +1.0     --   +0.5 | 
 37 UCLA                      9    0.02%     0.00-0.05%    1.0%    0.2%    0.4% |  100%   44%    7%    2%    1%  0.2% |   +1.0   +0.2   +0.4 | 
 38 Texas                    10    0.02%     0.00-0.05%    1.0%    --      0.4% |   57%   39%    9%    4%    1%  0.1% |   +1.0     --   +0.4 | 
 39 Santa Clara              11    0.01%     0.00-0.03%    1.0%    --      0.2% |   45%   18%   13%    4%    1%  0.1% |   +1.0     --   +0.2 | 
 40 Ohio St                  10    0.01%     0.00-0.03%    1.0%    --      0.2% |   58%   41%    9%    4%    1%  0.1% |   +1.0     --   +0.2 | 
 41 VCU                      11    0.01%     0.00-0.03%    1.0%    --      0.2% |   44%   15%   10%    2%    0%  0.1% |   +1.0     --   +0.2 | 
 42 TCU                      10    0.01%     0.00-0.03%    --      --      0.2% |   57%   39%    8%    3%    1%  0.0% |     --     --   +0.2 | 
 43 South Florida            11    0.01%     0.00-0.03%    --      --      0.1% |   43%   14%    9%    2%    0%  0.1% |     --     --   +0.1 | 
 44 UCF                      10    0.01%     0.00-0.03%    1.0%    --      0.3% |   57%   39%    8%    3%    1%  0.1% |   +1.0     --   +0.3 | 
 45 Miami OH                 11    0.01%     0.00-0.03%    1.0%    --      0.1% |   44%   12%    6%    1%    0%  0.0% |   +1.0     --   +0.1 | 
 46 Utah Valley              13    0.01%     0.00-0.03%    --      --      --   |   67%    9%    2%    0%    0%  0.0% |     --     --     -- | 
-----------------------------------------------------------------------------------------------------------------------------------------------------

Model: 60% LightGBM + 40% KenPom LR  |  LOSO Log-Loss: 0.53845  |  10,000 bracket sims
Features: 44 LGB + 5 LR
Data ages: KenPom: Mar 08 09:00 CET | BPI: Mar 08 09:04 CET | Odds: Mar 08 09:04 CET | Injuries: Mar 08 09:04 CET | Kaggle: Mar 08 01:06 CET

Value picks (model > market):
  ▲ Duke: model 21.1% vs sharp 19.5% (+1.5%)
  ▲ Arizona: model 17.5% vs sharp 14.4% (+3.1%)
  ▲ Houston: model 9.8% vs sharp 7.2% (+2.6%)
  ▲ Illinois: model 6.8% vs sharp 4.6% (+2.2%)