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customer-churn-predictor

Random Forest churn prediction on 7,047 telecom customers — with SHAP explanations per customer, not global averages.

7,043
records
0.35 tuned
threshold

engineering decisions

  • ›Per-customer SHAP feature importance, mapped to plain-English labels
  • ›Threshold tuned for business cost, not model default 0.5

stack

Flaskscikit-learnSHAPRender