WMAPE Forecast Accuracy for Logistics
Score demand-plan accuracy with weighted mean absolute percentage error (total absolute error over total actual demand) plus signed bias, the volume-weighted standard for SKU forecasts.
Description
Score demand-plan accuracy with weighted mean absolute percentage error (total absolute error over total actual demand) plus signed bias, the volume-weighted standard for SKU forecasts.
WMAPE Forecast Accuracy for Logistics: Score demand-plan accuracy with weighted mean absolute percentage error (total absolute error over total actual demand) plus signed bias, the volume-weighted standard for SKU forecasts.
When to use WMAPE Forecast Accuracy for Logistics
Use this logistics calculation for a transparent shipment, inventory, warehouse, customs, packaging, carrier, or service-level estimate when the governing units and business rules are explicit.
- Actual units
- Actual demand units per period.
- Forecast units
- Forecasted units per period, aligned to actuals.
How WMAPE Forecast Accuracy for Logistics works
Score demand-plan accuracy with weighted mean absolute percentage error (total absolute error over total actual demand) plus signed bias, the volume-weighted standard for SKU forecasts. The tool evaluates the supplied inputs together and returns the named outputs below; it does not infer omitted operating conditions or change the units shown.1
- Absolute error
- Sum of absolute forecast errors in units.
- Actual total
- Sum of actual demand in units.
- Bias percent
- Signed forecast bias in percent of actual total.
- WMAPE percent
- Weighted MAPE in percent of total actual demand.
Limitations and assumptions
- Carrier tariffs, customs rules, dangerous-goods requirements, hours-of-service rules, surcharges, port terms, dimensional divisors, and service definitions vary by jurisdiction, contract, date, mode, and commodity. A calculation is not a booking, classification, or compliance determination.
- Use finite inputs in the displayed units and preserve more precision than the final presentation requires. Independently verify safety-critical, financial, compliance, or production decisions.
Alternative or Complementary approaches
Verify current carrier and authority documents, retain shipment dimensions and timestamps, test boundary cases, and reconcile estimates against invoices and operational scans.
References
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Supply chain management — Wikipedia contributors
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