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   21.03%     20.4-21.7%   19.9%   15.0%   14.5%   15.5% |  100%   95%   82%   65%   52% 34.2% |   -6.0   -6.5   -5.5 | MODEL HIGHER
  2  -   Duke                      1   18.27%     17.6-18.9%   18.8%   21.0%   21.0%   19.8% |  100%   94%   80%   65%   47% 28.3% |   +2.7   +2.7   +1.5 | MARKETS HIGHER
  3  -   Michigan                  1   12.01%     11.5-12.6%   17.0%   22.0%   22.0%   20.5% |  100%   90%   73%   56%   38% 21.8% |  +10.0  +10.0   +8.5 | MARKETS HIGHER
  4  -   Houston                   2    9.49%      9.0-10.0%    8.1%    7.0%    9.0%    7.9% |  100%   94%   77%   49%   31% 17.9% |   -2.5   -0.5   -1.6 | 
  5  -   Florida                   1    8.01%       7.6-8.5%    7.8%   13.0%   11.6%   10.9% |  100%   93%   74%   52%   29% 16.8% |   +5.0   +3.6   +2.9 | MARKETS HIGHER
  6  -   Illinois                  3    5.34%       5.0-5.7%    4.5%    5.0%    4.1%    4.2% |  100%   89%   69%   36%   21% 11.9% |   -0.3   -1.2   -1.1 | 
  7  -   Iowa St                   2    5.17%       4.8-5.5%    6.6%    4.0%    2.7%    3.6% |  100%   92%   72%   47%   26% 12.8% |   -1.2   -2.5   -1.6 | 
  8  -   Connecticut               2    3.97%       3.7-4.3%    1.6%    6.0%    4.9%    4.7% |  100%   88%   70%   44%   22%  8.6% |   +2.0   +0.9   +0.7 | 
  9  -   Purdue                    2    3.57%       3.3-3.9%    5.5%    3.0%    2.8%    2.2% |  100%   92%   68%   42%   17%  8.1% |   -0.6   -0.8   -1.4 | 
 10  -   Gonzaga                   3    2.53%       2.3-2.8%    1.2%    2.0%    1.6%    1.5% |  100%   91%   60%   33%   12%  5.0% |   -0.5   -0.9   -1.0 | 
 11  -   Michigan St               3    1.71%       1.5-1.9%    2.0%    3.0%    1.5%    1.8% |  100%   90%   55%   27%   11%  4.0% |   +1.3   -0.2   +0.1 | ALIGNED
 12  -   Alabama                   4    1.32%       1.1-1.5%    0.4%    1.0%    1.1%    0.9% |  100%   86%   53%   20%   10%  3.8% |     --   -0.2   -0.5 | ALIGNED
 13 ▲1   Arkansas                  5    0.89%     0.74-1.05%    0.6%    2.0%    0.8%    1.4% |  100%   74%   44%   13%    6%  2.4% |   +1.1   -0.1   +0.5 | 
 14 ▼1   Tennessee                 6    0.88%     0.73-1.04%    0.7%    1.0%    1.1%    0.9% |  100%   69%   43%   20%    7%  2.7% |     --   +0.2   +0.0 | ALIGNED
 15  -   Nebraska                  4    0.84%     0.69-0.99%    1.1%    1.0%    1.0%    0.9% |  100%   88%   48%   19%    7%  2.7% |     --   +0.2   +0.0 | 
 16  -   St John's                 5    0.69%     0.56-0.83%    0.5%    2.0%    1.1%    1.5% |  100%   78%   40%   13%    6%  2.2% |   +1.3   +0.4   +0.8 | 
 17 ▲1   Vanderbilt                4    0.58%     0.46-0.71%    0.8%    2.0%    0.8%    1.4% |  100%   79%   40%   13%    5%  2.1% |   +1.4   +0.2   +0.8 | 
 18 ▼1   Texas Tech                5    0.54%     0.42-0.66%    0.4%    1.0%    0.6%    0.8% |  100%   74%   41%   16%    5%  1.8% |     --   +0.1   +0.3 | 
 19 ▲1   Virginia                  3    0.51%     0.39-0.63%    0.7%    1.0%    1.1%    1.2% |  100%   87%   42%   17%    6%  1.9% |     --   +0.6   +0.7 | 
 20 ▼1   Louisville                6    0.51%     0.40-0.63%    0.3%    1.0%    0.5%    0.8% |  100%   72%   36%   17%    5%  1.4% |     --   -0.0   +0.3 | 
 21  -   Kansas                    4    0.39%     0.29-0.49%    0.4%    2.0%    0.5%    1.7% |  100%   84%   52%   15%    6%  1.7% |   +1.6   +0.1   +1.3 | 
 22  -   Wisconsin                 5    0.28%     0.20-0.37%    0.2%    2.0%    --      1.3% |  100%   75%   37%   10%    4%  1.1% |   +1.7     --   +1.0 | 
 23  -   BYU                       6    0.27%     0.19-0.36%    0.1%    2.0%    0.3%    0.5% |  100%   63%   29%   10%    3%  0.8% |   +1.7   +0.0   +0.2 | 
 24  -   Kentucky                  7    0.20%     0.13-0.28%    0.1%    1.0%    0.3%    0.9% |  100%   68%   20%    9%    3%  0.9% |     --   +0.1   +0.7 | 
 25  -   Utah St                   7    0.12%     0.07-0.18%    0.1%    --      --      0.3% |  100%   53%   18%    6%    2%  0.5% |     --     --   +0.1 | 
 26  -   St Mary's CA              7    0.11%     0.06-0.17%    0.1%    1.0%    --      0.3% |  100%   64%   16%    6%    2%  0.6% |     --     --   +0.1 | 
 27  -   Villanova                 8    0.09%     0.04-0.14%    0.0%    1.0%    --      0.3% |  100%   55%   12%    5%    1%  0.3% |     --     --   +0.2 | 
 28  -   Clemson                   9    0.08%     0.04-0.13%    0.0%    1.0%    0.1%    0.3% |  100%   52%   14%    7%    2%  0.4% |     --   +0.0   +0.2 | 
 29  -   North Carolina            6    0.07%     0.03-0.12%    --      1.0%    0.7%    0.7% |  100%   60%   18%    4%    1%  0.3% |     --   +0.6   +0.6 | 
 30  -   Georgia                   8    0.06%     0.02-0.10%    0.0%    --      --      0.2% |  100%   52%   16%    6%    2%  0.5% |     --     --   +0.2 | 
 31  -   Miami FL                  7    0.06%     0.02-0.10%    0.1%    1.0%    --      0.5% |  100%   58%   18%    6%    1%  0.3% |     --     --   +0.4 | 
 32  -   Iowa                      9    0.06%     0.02-0.10%    0.1%    1.0%    --      0.4% |  100%   56%    9%    4%    1%  0.2% |     --     --   +0.3 | 
 33  -   UCLA                      8    0.05%     0.02-0.09%    0.1%    1.0%    0.4%    0.6% |  100%   48%   12%    5%    1%  0.2% |     --   +0.4   +0.6 | 
 34  -   Ohio St                   8    0.04%     0.01-0.07%    0.1%    1.0%    --      0.5% |  100%   44%    8%    3%    1%  0.3% |     --     --   +0.4 | 
 35 ▲1   Santa Clara              11    0.04%     0.01-0.07%    --      1.0%    --      0.2% |  100%   31%   13%    4%    1%  0.2% |     --     --   +0.2 | 
 36 ▲2   St Louis                  9    0.04%     0.01-0.08%    0.0%    1.0%    0.3%    0.3% |  100%   48%   10%    3%    1%  0.1% |     --   +0.3   +0.2 | 
 37 ▲2   South Florida            11    0.03%     0.00-0.06%    0.0%    --      --      0.1% |  100%   28%    7%    2%    0%  0.1% |     --     --   +0.1 | 
 38 ▲2   Texas                    11    0.02%     0.00-0.05%    0.1%    1.0%    --      0.2% |  100%   37%   10%    3%    0%  0.1% |     --     --   +0.2 | 
 39 ▼2   VCU                      11    0.02%     0.00-0.05%    --      1.0%    --      0.2% |  100%   40%   11%    2%    0%  0.1% |     --     --   +0.2 | 
 40 ▲1   UCF                      10    0.02%     0.00-0.05%    --      1.0%    --      0.2% |  100%   42%   10%    3%    1%  0.1% |     --     --   +0.2 | 
 41 ▲1   Miami OH                 12    0.02%     0.00-0.05%    --      1.0%    --      0.1% |  100%   22%    4%    1%    0%  0.0% |     --     --   +0.1 | 
 42 ▲6   TCU                       9    0.01%     0.00-0.03%    0.1%    --      --      0.2% |  100%   45%    8%    2%    1%  0.1% |     --     --   +0.2 | 
 43 ▲1   NC State                 10    0.01%     0.00-0.03%    0.0%    1.0%    0.2%    0.3% |  100%   47%   13%    4%    1%  0.1% |     --   +0.2   +0.3 | 
 44 ▼9   Texas A&M                10    0.01%     0.00-0.03%    0.0%    1.0%    --      0.4% |  100%   36%    6%    2%    1%  0.1% |     --     --   +0.4 | 
 45  -   Missouri                 10    0.01%     0.00-0.03%    --      1.0%    --      0.3% |  100%   32%    8%    2%    1%  0.1% |     --     --   +0.3 | 
 46  -   McNeese St               12    0.01%     0.00-0.03%    0.0%   99.0%    --      0.1% |  100%   26%    9%    2%    0%  0.1% |  +99.0     --   +0.1 | 
 47  -   High Point               13    0.01%     0.00-0.03%    --      1.0%    --      0.1% |  100%   21%    6%    1%    0%  0.1% |     --     --   +0.1 | 
 48 ▼5   SMU                      12    0.01%     0.00-0.03%    --      1.0%    --      0.2% |  100%   26%   10%    1%    0%  0.0% |     --     --   +0.2 | 
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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 23 01:30 CET | BPI: Mar 23 01:34 CET | Odds: Mar 15 01:04 CET | Injuries: Mar 23 01:34 CET | Kaggle: Mar 23 01:05 CET

Value picks (model > market):
  ▲ Arizona: model 21.0% vs sharp 15.5% (+5.5%)
  ▲ Houston: model 9.5% vs sharp 7.9% (+1.6%)
  ▲ Illinois: model 5.3% vs sharp 4.2% (+1.1%)
  ▲ Iowa St: model 5.2% vs sharp 3.6% (+1.6%)
  ▲ Purdue: model 3.6% vs sharp 2.2% (+1.4%)
  ▲ Gonzaga: model 2.5% vs sharp 1.5% (+1.0%)