What Does SVM Stand For?

SVM stands for Support Vector Machine Artificial Intelligence

Support Vector Machine Artificial Intelligence (SVM) is a powerful supervised learning algorithm used for classification and regression tasks. It works by finding the optimal hyperplane that best separates data points of different classes in a high-dimensional space. SVM is particularly effective in high-dimensional datasets and is known for its robustness against overfitting, especially in cases with a limited number of observations. By utilizing kernel functions, SVM can handle non-linear relationships, making it a versatile tool in various fields such as image recognition, bioinformatics, and text categorization.

Added on 14th April 2008 | Last edited on 17th June 2025 | Edit Acronym

Other Meanings for SVM