Precision, Specificity, Sensitivity, Accuracy & F1-score

Given a confusion matrix as input, this function calculates the main statistics of interest, including macro AVG and microAVG.

Version 1.0.1 (2.57 KB)
1.9K Downloads
(5)
25 Sep 2021
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Cite As

Eugenio Bertolini (2026). Precision, Specificity, Sensitivity, Accuracy & F1-score (https://www.mathworks.com/matlabcentral/fileexchange/86158-precision-specificity-sensitivity-accuracy-f1-score), MATLAB Central File Exchange. Retrieved .

General Information

MATLAB Release Compatibility

  • Compatible with any release

Platform Compatibility

  • Windows
  • macOS
  • Linux
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Version Published Release Notes
1.0.1

- I swapped the false_positive and false_negatives as proposed in the comments.
- I added the variable 'verbatim' in case you don't want to output in the command window.
- I checked that it works perfectly (also for 2 classes only).
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    Requires R2026b and later. Learn more
1.0.0

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