The first step of the pipeline is the Feature Extraction. In this example, two different images are used for trainging and test set. So two feature extraction have to be performed. The train input file is an image of the Lupus III region (image A), while the test input file is an image of the Lupus I region (image B). All the kinds of features are calculated with parameteres set in the following form.