Figure 2
From: Kernelized partial least squares for feature reduction and classification of gene microarray data

Deflation. The geometric interpretation of the 'deflation' step in the PLS Algorithm. This 'Deflation' effectively removes one dimension by projecting the data onto a subspace that is one dimension less than the row number of the current data matrix, and orthogonal to the vector Wm.