Confusion Matrix (size: nxn) - 12 Parameter Function

After creation of a Machine Learning (ML) model, 12 performance parameters have been calculated using the following function out of CF(nxn).
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Updated 13 Mar 2023

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"CF" is abb. for Confusion Matrix generated of any size,
For example, use this CF, and for beta = 1, use this function given in the code.
Directly, paste the function in the same folder as the main script.
% Main Script
CF = [220, 75, 89; 94, 43, 57; 21, 26, 58]; % Confusion Matrix
beta = 1; % corrector
[TP,FP,FN,TN,precision,recall,F1,accuracy,specificity,sensitivity,prevalence,...
PPV,NPV,detection_rate,detection_prevalence,balanced_acc] = confusionMatrix(CF,beta);

Cite As

Sambit Supriya Dash (2024). Confusion Matrix (size: nxn) - 12 Parameter Function (https://www.mathworks.com/matlabcentral/fileexchange/126165-confusion-matrix-size-nxn-12-parameter-function), MATLAB Central File Exchange. Retrieved .

MATLAB Release Compatibility
Created with R2022b
Compatible with any release
Platform Compatibility
Windows macOS Linux

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Version Published Release Notes
1.0.0