Project Al-Cihred: ML auction strategy with exact 500cr spend

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- LightGBM trained on 11,300 per-matchday votes (R²=0.147, RMSE=1.19)
- MILP with exact 499-500cr budget: 3GK+8DEF+8MID+6FWD
- Practical constraints: 2 starting GKs, 21/25 reliable (>15g)
- Realistic prices: Lautaro 229cr, Malen 220cr, Douvikas 56cr
- Squad: Svilar(21)+Carnesecchi(18)+Christensen(1)=40GK · 8DEF 128cr · 8MID 152cr · 6FWD 180cr
- Every player has 2-3 alternatives
- Updated dashboard auction page to load the plan

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ramseshk

2026-08-11 16:20:45 +08:00

parent 6c1fb46e8a

commit 8e759b0d0f

3 changed files with 157 additions and 256 deletions

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data/auction_plan_al_cihred.xlsx

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