Understand how data is represented

For text classification, you often begin with some text you want to classify. For instance, you have quotes and wants to find the quotes about love. Or you have emails and you want to separate spam from legitimate emails. …

The Support Vector Machine can be viewed as a kernel machine. As a result, you can change its behavior by using a different kernel function.

The most popular kernel functions are :

• the linear kernel
• the polynomial kernel
• the RBF (Gaussian) kernel
• the …

SVM Tutorial : Classify text in C#

In this tutorial I will show you how to classify text with SVM in C#.

The main steps to classify text in C# are:

1. Create a new project
2. Install the SVM package with Nuget
3. Prepare the data
4. Read the data
5. Generate a problem …

In this tutorial I will show you how to classify text with SVM in R.

The main steps to classify text in R are:

1. Create a new RStudio project
2. Install the required packages
3. Read the data
4. Prepare the data
5. Create and train the SVM model
6. Predict with new data …

In this article I will show how to use R to perform a Support Vector Regression.
We will first do a simple linear regression, then move to the Support Vector Regression so that you can see how the two behave with the same data.

A simple data set

To begin …