TTransferIQ

Read-only demo: a snapshot of the model's real predictions taken 2026-09-27. The full stack (PostgreSQL, FastAPI, training pipeline) runs locally with Docker; see the GitHub repo.

JM

MF

John McGinn

AV
Aston Villa·SCO

Estimated market value

€5.11m

Low confidence

Range €0.64m to €17.96m, 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
−€6.7m
minutes
+€0.5m
goals
+€0.4m
assists_per90
+€0.4m
is_top_six
−€0.3m
goals_per90
−€0.2m
tackles
−€0.2m
interceptions
−€0.2m