Player-Level XGBoost Model
17 features | Player win-rate aggregation with position weighting
Value Bet Criteria
Edge Requirement:
Model probability - Market implied probability ≥ 8%
Odds Limit:
Market odds must be < 3.0 (implied prob > 33%)
Why these filters? Focus on high-confidence bets with reasonable odds. Avoids longshots where large edge % can be misleading.
Filter Games:
Click to auto-fill market odds from Polymarket
DRX Challengers
1.88
(53.2%)
VS
BNK FEARX Youth
2.14
(46.8%)
Dplus KIA Challengers
1.48
(67.8%)
VS
Hanwha Life Esports Challengers
3.10
(32.2%)
Enter Match Results
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PnL Calendar
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Prediction History
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Tier 2 Player-Level Model | XGBoost Regressor | 17 Features