Automated system for computer examination of the mass spectrum of an unknown mixture for the presence of a specific compound for which a standard spectrum is available in a library. The probability that the compound is present is given by a confidence index \(K\) such that \(2^{K}\) is the average number of randomly selected compounds whose mass spectra would have to be examined to find data which match the target spectrum to the same degree as does the unknown.