 Since even this method may yield a relatively large K, it is common to compute only the top P eigenvalues and eigenvectors of the eigenvalues are calculated in this way.Consider three concentric clouds of points (shown); we wish to use kernel PCA to identify these groups.The color of the points does not represent information involved in the algorithm, but only shows how the transformation relocates the data points.