RB
MF
Ross Barkley
AV
Aston Villa·ENGEstimated market value
€4.55m
Low confidenceRange €0.49m to €16.2m, 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
−€6.1m
goals
+€0.3m
goals_per90
−€0.2m
is_top_six
−€0.2m
tackles
+€0.2m
minutes
−€0.2m
assists_per90
+€0.2m
assists
−€0.1m