Understanding Our AI Predictions

Our predictions are powered by an advanced machine learning model developed by the Scouting Stats AI team. The model processes multiple performance factors:

Performance Context Analyzes both historical performance and recent form, considering home/away dynamics
Expected Goals (xG) Uses opponent-adjusted xG metrics to evaluate attacking and defensive strength
Strength Ratings Calculates team ratings based on performance against varying opponent qualities

The model adjusts performances based on opposition strength - for example, generating 1 xG away against a strong defensive team carries more weight than the same xG against weaker opposition.

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