Figure : Plots of normalized singular values obtained by the standard PCA, wPCA, and the preliminary noise reduction using the moving average (Movemean), the 1D Gaussian smoothing (Gaussian), and KL-smooth-LR (µ " 50, λ " 100), followed by wPCA. The vertical, dotted line indicates the position of the singular value index which corresponds to the true number of components.