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.

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4.6

(5)

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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 (2024). Precision, Specificity, Sensitivity, Accuracy & F1-score (https://www.mathworks.com/matlabcentral/fileexchange/86158-precision-specificity-sensitivity-accuracy-f1-score), MATLAB Central File Exchange. 取得済み April 23、2024.

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作成: R2020b

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バージョン	公開済み	リリースノート
1.0.1	2021/9/25	- 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).	ダウンロード
1.0.0	2021/1/22		ダウンロード