AR
DF
Andy Robertson
LIV
Liverpool·SCOEstimated market value
€4.21m
Low confidenceRange €0.4m to €15.16m, 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
−€5.6m
is_top_six
+€0.4m
assists_per90
−€0.3m
minutes
−€0.3m
goals_per90
−€0.3m
tackles
+€0.3m
assists
−€0.1m
goals
−€0.1m