Given a library of query metabolite mass spectra and a library of reference metabolite mass spectra, we perform spectral library matching to predict the identification of each query metabolite. More specifically, we predict the identity of a given query metabolite by computing a similarity score between it and each metabolite in the reference library and then predict the query metabolite to be the reference metabolite with the highest similarity score.