1. An improved method for training a classifier to classify tissue samples, comprising the steps of: determining a tissue type classification based on spectral data of training samples of known target classification; generating denoised spectral data from said spectral data based on said tissue type classification; and training said classifier on said denoised spectral data to provide a classification of said tissue samples.