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|
Train a support vector machine (SVM) regression model using the Regression Learner app, and then use the RegressionSVM Predict block for response prediction.
Understand the mathematical formulation of linear and nonlinear SVM regression problems and solver algorithms.