MC
DF
Matty Cash
AV
Aston Villa·POLEstimated market value
€11.91m
Low confidenceRange €2.47m to €39.04m, 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
−€4.7m
minutes
+€1.7m
assists_per90
−€1.1m
goals
+€0.8m
goals_per90
−€0.8m
interceptions
+€0.7m
is_top_six
−€0.2m
assists
+€0.2m