Precision, Specificity, Sensitivity, Accuracy & F1-score

バージョン 1.0.1 (2.57 KB) 作成者: Eugenio Bertolini
Given a confusion matrix as input, this function calculates the main statistics of interest, including macro AVG and microAVG.
4.6
(5)
ダウンロード: 1.9K
更新 2021/9/25

ライセンスの表示

Given a confusion matrix as input, this function calculates the main statistics of interest (including macro AVG and microAVG):
'name' 'classes' 'macroAVG' 'microAVG'
Precision / / / x o
Specificity / / / x o
Sensitivity / / / x o
Accuracy / / / x o
F1-score / / / x o

引用

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

MATLAB リリースの互換性
作成: R2020b
すべてのリリースと互換性あり
プラットフォームの互換性
Windows macOS Linux
タグ タグを追加
新しいタブで開く
バージョン 公開済み リリース ノート
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).
1.0.0