What is the role of the hyperplane equation (mathbf{x} cdot mathbf{w} + b = 0) in the context of Support Vector Machines (SVM)?
Saturday, 15 June 2024
by EITCA Academy
In the domain of machine learning, particularly in the context of Support Vector Machines (SVMs), the hyperplane equation plays a pivotal role. This equation is fundamental to the functioning of SVMs as it defines the decision boundary that separates different classes in a dataset. To understand the significance of this hyperplane, it is essential to
- Published in Artificial Intelligence, EITC/AI/MLP Machine Learning with Python, Support vector machine, Support vector machine optimization, Examination review
Tagged under:
Artificial Intelligence, Hyperplane, Machine Learning, Optimization, Support Vector Machines, SVM