24h Team                   Seed     Ens%         90% CI     LR%    Kal%   Poly%  Sharp% |   R64   R32   S16    E8    F4 Title | K-Diff P-Diff S-Diff | Signal
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  1  -   Arizona                   1   20.95%     20.3-21.6%   19.9%   15.0%   14.5%   15.5% |  100%   95%   82%   65%   52% 34.0% |   -5.9   -6.5   -5.4 | MODEL HIGHER
  2  -   Duke                      1   19.08%     18.4-19.7%   20.8%   21.0%   21.0%   19.8% |  100%   94%   80%   66%   47% 29.1% |   +1.9   +1.9   +0.7 | 
  3  -   Michigan                  1   11.70%     11.2-12.2%   17.0%   22.0%   22.0%   20.5% |  100%   90%   73%   55%   37% 21.6% |  +10.3  +10.3   +8.8 | MARKETS HIGHER
  4  -   Houston                   2    9.30%       8.8-9.8%    6.7%    7.0%    9.0%    7.9% |  100%   94%   76%   49%   30% 17.6% |   -2.3   -0.3   -1.4 | 
  5  -   Florida                   1    8.29%       7.8-8.7%    7.9%   13.0%   11.6%   10.9% |  100%   93%   73%   52%   30% 17.6% |   +4.7   +3.3   +2.6 | MARKETS HIGHER
  6  -   Iowa St                   2    5.29%       4.9-5.7%    6.3%    4.0%    2.7%    3.6% |  100%   92%   73%   48%   26% 13.3% |   -1.3   -2.6   -1.7 | 
  7  -   Illinois                  3    4.59%       4.2-4.9%    5.8%    5.0%    4.1%    4.2% |  100%   86%   66%   34%   20% 10.8% |   +0.4   -0.5   -0.3 | ALIGNED
  8  -   Connecticut               2    4.40%       4.1-4.8%    2.0%    6.0%    4.9%    4.7% |  100%   88%   71%   47%   23%  9.1% |   +1.6   +0.5   +0.3 | 
  9  -   Purdue                    2    3.50%       3.2-3.8%    4.4%    3.0%    2.8%    2.2% |  100%   92%   68%   42%   17%  7.8% |   -0.5   -0.7   -1.3 | 
 10  -   Gonzaga                   3    2.49%       2.2-2.8%    1.1%    2.0%    1.6%    1.5% |  100%   91%   60%   34%   12%  4.9% |   -0.5   -0.9   -1.0 | 
 11  -   Michigan St               3    1.74%       1.5-2.0%    1.8%    3.0%    1.5%    1.8% |  100%   90%   55%   27%   11%  4.0% |   +1.3   -0.2   +0.0 | ALIGNED
 12  -   Alabama                   4    1.32%       1.1-1.5%    0.6%    1.0%    1.1%    0.9% |  100%   87%   52%   21%    9%  3.8% |     --   -0.2   -0.5 | ALIGNED
 13 ▲1   Nebraska                  4    0.91%     0.76-1.07%    0.7%    1.0%    1.0%    0.9% |  100%   88%   51%   21%    8%  3.0% |     --   +0.1   -0.0 | ALIGNED
 14 ▼1   Tennessee                 6    0.86%     0.71-1.01%    0.6%    1.0%    1.1%    0.9% |  100%   69%   44%   20%    8%  2.8% |     --   +0.2   +0.0 | ALIGNED
 15  -   St John's                 5    0.75%     0.61-0.89%    0.6%    2.0%    1.1%    1.5% |  100%   78%   41%   14%    6%  2.4% |   +1.2   +0.3   +0.7 | 
 16  -   Arkansas                  5    0.70%     0.57-0.84%    0.3%    2.0%    0.8%    1.4% |  100%   73%   43%   12%    5%  2.0% |   +1.3   +0.1   +0.7 | 
 17  -   Vanderbilt                4    0.60%     0.47-0.73%    0.9%    2.0%    0.8%    1.4% |  100%   79%   41%   13%    5%  2.0% |   +1.4   +0.2   +0.8 | 
 18  -   Virginia                  3    0.44%     0.34-0.55%    0.6%    1.0%    1.1%    1.2% |  100%   87%   41%   17%    6%  1.9% |     --   +0.7   +0.8 | 
 19  -   Texas Tech                5    0.41%     0.31-0.52%    0.2%    1.0%    0.6%    0.8% |  100%   73%   38%   13%    4%  1.4% |     --   +0.2   +0.4 | 
 20  -   Louisville                6    0.38%     0.28-0.49%    0.3%    1.0%    0.5%    0.8% |  100%   71%   36%   15%    5%  1.2% |     --   +0.1   +0.4 | 
 21  -   Kansas                    4    0.37%     0.27-0.47%    0.3%    2.0%    0.5%    1.7% |  100%   84%   51%   15%    6%  1.7% |   +1.6   +0.1   +1.3 | 
 22  -   Wisconsin                 5    0.32%     0.23-0.41%    0.3%    2.0%    --      1.3% |  100%   75%   37%   10%    4%  1.1% |   +1.7     --   +1.0 | 
 23  -   BYU                       6    0.30%     0.21-0.39%    0.1%    2.0%    0.3%    0.5% |  100%   64%   29%   10%    3%  0.9% |   +1.7   +0.0   +0.2 | 
 24  -   Kentucky                  7    0.21%     0.14-0.29%    0.1%    1.0%    0.3%    0.9% |  100%   69%   20%   10%    3%  1.0% |     --   +0.1   +0.7 | 
 25  -   St Mary's CA              7    0.16%     0.10-0.23%    0.1%    1.0%    --      0.3% |  100%   68%   18%    7%    2%  0.8% |     --     --   +0.1 | 
 26  -   Utah St                   7    0.14%     0.08-0.20%    0.1%    --      --      0.3% |  100%   53%   18%    7%    2%  0.5% |     --     --   +0.1 | 
 27 ▲1   Iowa                      9    0.09%     0.04-0.14%    0.0%    1.0%    --      0.4% |  100%   57%    9%    4%    1%  0.3% |     --     --   +0.3 | 
 28 ▼1   Villanova                 8    0.09%     0.04-0.14%    0.1%    1.0%    --      0.3% |  100%   55%   12%    5%    1%  0.3% |     --     --   +0.2 | 
 29  -   Clemson                   9    0.08%     0.04-0.13%    0.0%    1.0%    0.1%    0.3% |  100%   51%   14%    7%    2%  0.4% |     --   +0.0   +0.2 | 
 30  -   North Carolina            6    0.07%     0.03-0.12%    0.1%    1.0%    0.7%    0.7% |  100%   62%   20%    5%    1%  0.3% |     --   +0.6   +0.6 | 
 31  -   UCLA                      8    0.06%     0.02-0.10%    0.0%    1.0%    0.4%    0.6% |  100%   49%   12%    5%    1%  0.3% |     --   +0.3   +0.6 | 
 32  -   Ohio St                   8    0.05%     0.02-0.09%    0.1%    1.0%    --      0.5% |  100%   43%    8%    3%    1%  0.3% |     --     --   +0.4 | 
 33 ▲2   Santa Clara              11    0.05%     0.02-0.09%    0.0%    1.0%    --      0.2% |  100%   31%   13%    3%    1%  0.1% |     --     --   +0.1 | 
 34  -   Miami FL                  7    0.05%     0.02-0.09%    0.1%    1.0%    --      0.5% |  100%   58%   17%    6%    1%  0.3% |     --     --   +0.4 | 
 35 ▼2   Georgia                   8    0.05%     0.02-0.09%    0.0%    --      --      0.2% |  100%   51%   16%    6%    2%  0.5% |     --     --   +0.2 | 
 36  -   St Louis                  9    0.03%     0.01-0.06%    0.0%    1.0%    0.3%    0.3% |  100%   49%   10%    3%    1%  0.1% |     --   +0.3   +0.2 | 
 37  -   South Florida            11    0.03%     0.00-0.06%    --      --      --      0.1% |  100%   29%    7%    2%    0%  0.1% |     --     --   +0.1 | 
 38  -   Texas                    11    0.02%     0.00-0.05%    0.0%    1.0%    --      0.2% |  100%   36%   10%    3%    0%  0.1% |     --     --   +0.2 | 
 39  -   VCU                      11    0.02%     0.00-0.05%    --      1.0%    --      0.2% |  100%   38%   11%    2%    1%  0.1% |     --     --   +0.2 | 
 40  -   NC State                 10    0.02%     0.00-0.05%    0.0%    1.0%    0.2%    0.3% |  100%   47%   13%    4%    1%  0.1% |     --   +0.2   +0.3 | 
 41  -   UCF                      10    0.02%     0.00-0.05%    --      1.0%    --      0.2% |  100%   42%   10%    2%    0%  0.1% |     --     --   +0.2 | 
 42  -   Miami OH                 12    0.02%     0.00-0.05%    --      1.0%    --      0.1% |  100%   22%    4%    1%    0%  0.1% |     --     --   +0.1 | 
 43  -   SMU                      12    0.01%     0.00-0.03%    0.0%    1.0%    --      0.2% |  100%   27%   10%    2%    0%  0.1% |     --     --   +0.2 | 
 44  -   Texas A&M                10    0.01%     0.00-0.03%    0.0%    1.0%    --      0.4% |  100%   32%    6%    2%    1%  0.1% |     --     --   +0.4 | 
 45  -   McNeese St               12    0.01%     0.00-0.03%    --     99.0%    --      0.1% |  100%   27%    9%    2%    0%  0.1% |  +99.0     --   +0.1 | 
 46  -   TCU                       9    0.01%     0.00-0.03%    --      --      --      0.2% |  100%   45%    7%    2%    1%  0.1% |     --     --   +0.2 | 
 47  -   High Point               13    0.01%     0.00-0.03%    --      1.0%    --      0.1% |  100%   21%    6%    1%    0%  0.1% |     --     --   +0.1 | 
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Ensemble: 65% LightGBM + 35% KenPom LR  |  LOSO Log-Loss: 0.53973  |  10,000 bracket sims
Features: 53 LGB + 5 LR
Data ages: KenPom: Mar 27 09:00 CET | BPI: Mar 27 09:04 CET | Odds: Mar 15 01:04 CET | Injuries: Mar 27 09:04 CET | Kaggle: Mar 27 02:35 CET

Value picks (model > market):
  ▲ Arizona: model 20.9% vs sharp 15.5% (+5.4%)
  ▲ Houston: model 9.3% vs sharp 7.9% (+1.4%)
  ▲ Iowa St: model 5.3% vs sharp 3.6% (+1.7%)
  ▲ Purdue: model 3.5% vs sharp 2.2% (+1.3%)