An example for linear classifier by MSE(Mean Square Error) and Perceptron calssifier

Version 1.0.0.0 (2.56 KB) by mmazloumi
This program separate 2 different classes with 2 features by the methods of MSE and Perceptron.
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Updated 15 May 2018

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This program separate 2 different classes with 2 features by the methods of MSE and Perceptron. Tow different way for Perceptron classifier was used one by MATLAB command (perceptron) and train the one layer perceptron net, and other the program i wrote based on perceptron theory and gradient descent formula. (The presentation file also added).
All the classification lines are plotted. In program if max iteration reached a line with minimum wrong classified object also plotted.

Cite As

mmazloumi (2026). An example for linear classifier by MSE(Mean Square Error) and Perceptron calssifier (https://www.mathworks.com/matlabcentral/fileexchange/67346-an-example-for-linear-classifier-by-mse-mean-square-error-and-perceptron-calssifier), MATLAB Central File Exchange. Retrieved .

MATLAB Release Compatibility
Created with R2010b
Compatible with any release
Platform Compatibility
Windows macOS Linux

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Version Published Release Notes
1.0.0.0

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