KernelPCA Test/Check

In this code I am trying to distinguish between 2 sets of data using KernelPCA using shogun libraries. The input data are 2 circles. The input data is generated from the python script circle_data.py, which is then being imported into the KernelPCA script. The Kernel used is a gaussian kernel.