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Health & FitnessGenerated accuracy model review: 2026-05-06

Army Body Fat accuracy and testing

This page documents how Calwarden builds trust for this calculator: source notes, regression-style default tests, limitations, assumptions, unit handling, rounding, and visible change history.

Formula source

  • The Army uses a circumferential method to estimate body fat. * **Males:** Body Fat % is calculated using Height, Neck, and Waist. A larger neck relative to the waist lowers the estimated body fat. * **Females:** Body Fat % is calculated using Height, Neck, Waist, and Hips. The result is compared against age-adjusted maximum allowable limits.

Test cases

Default input regression check

Generated from the checked-in default inputs and calculate function.

Inputs

  • Gender: Male
  • Age: 25
  • Height: 70 in
  • Neck: 15 in
  • Waist: 34 in
  • Hip (Women only): 38 in

Expected outputs

  • Body Fat %: 17.50%
  • Compliance Status: Pass (Max 22%)

Known limitations

  • This is an estimation. It is known to overestimate body fat in lean individuals with thin necks and underestimate it in individuals with thick necks.

Assumptions

  • The estimate assumes accurate neck, waist, height, and hip measurements taken in inches using Army-style tape-test rules.
  • Male and female calculations use different measurement sets and age-based compliance thresholds.
  • This tool estimates body fat from circumference measurements rather than from direct body-composition testing, and it does not replace the full official screening process.

Unit handling

  • Gender accepts one of the configured options.
  • Age accepts numeric values.
  • Height accepts values in in.
  • Neck accepts values in in.
  • Waist accepts values in in.
  • Hip (Women only) accepts values in in.
  • Body Fat % is displayed as a percentage.

Rounding rules

  • Number displays use up to 2 decimal places in the calculator UI.
  • Percent outputs are displayed with two decimal places.

Version history

1.0.0 - 2026-05-06

Generated accuracy and testing page from the current army-body-fat-calculator calculator definition.

Change log

2026-05-06

Published default regression test documentation and metadata fallbacks for Army Body Fat.

Calculator transparency

Accuracy pages are generated from checked-in calculator definitions and can be upgraded with curated review metadata over time.

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