Luke O'Nien

SUN

Sunderland·ENG

Estimated market value

€3.35m

Low confidence

Range €0.17m to €12.49m, model random_forest_v3_blended_2026-09-27T175111

Why this valuation

Approximate contribution of each feature to the prediction above, from a real SHAP explainer on the trained model. A first-order approximation, not an exact decomposition.

age

−€4.6m

minutes

−€0.6m

goals

−€0.5m

tackles

+€0.3m

goals_per90

−€0.2m

is_top_six

−€0.2m

assists

−€0.1m

assists_per90

+€0.1m