R is well known for its machine learning capabilities. With the packages caret and kernlab e.g. you can perform multivariate regression with nonlinear support vector machines (SVM) using Gaussian radial basis kernel. After your model is trained you can predict new data using the S4 method predict(). Thereby, modelling and prediction is conducted on a… Continue reading Porting Support Vector Machine Models from R to Another Language – Part 1