This project demonstrates the Perceptron Learning Algorithm (PLA) for binary classification in 2D space and extends it to higher dimensions (10D, etc.). The program uses randomly generated data to ...
Unlock a hands-on introduction to the perceptron algorithm with this practical machine learning mini-project. The notebooks combine a from-scratch perceptron implementation with a scikit-learn ...
Abstract: Classification is a popular research area of machine learning. This paper focuses on classification and devotes itself to accelerate the perceptron algorithm, which is a famous ...
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