For greater accuracy on low- through medium-dimensional data sets, train a support vector machine (SVM) model using
For reduced computation time on high-dimensional data sets, efficiently train a linear regression model, such as a linear SVM model, using
|Regression Learner||Train regression models to predict data using supervised machine learning|
|RegressionSVM Predict||Predict responses using support vector machine (SVM) regression model|
This example shows how to train a support vector machine (SVM) regression model using the Regression Learner app, and then use the RegressionSVM Predict block for response prediction in Simulink®.
Understand the mathematical formulation of linear and nonlinear SVM regression problems and solver algorithms.