For greater accuracy on low- through medium-dimensional data
sets, train a support vector machine (SVM) model using fitrsvm
.
For reduced computation time on high-dimensional data sets, efficiently train a linear
regression model, such as a linear SVM model, using
fitrlinear
.
Regression Learner | Train regression models to predict data using supervised machine learning |
Understanding Support Vector Machine Regression
Understand the mathematical formulation of linear and nonlinear SVM regression problems and solver algorithms.