SVM Classifier sklearn : Implementation in Sklearn

Here just for classification, You may use SVC() class. If you want to perform the Regression task, You may use SVR() class. Here if you do not set the default kernel automatically, it will be "rbf" by default. Here we are using pipeline method to make the implementation to stream align. The First step here is to import all the requirement libraries for our example.