BioMed Research International / 2018 / Article / Tab 3 / Review Article
Intelligence Algorithms for Protein Classification by Mass Spectrometry Table 3 Traditional preprocessing algorithms for data mining classification.
Method Feature Samples Wavelet algorithm could capture localized features and keep the time property [28 ]. Ovarian cancer identification [29 ]. Genetic algorithm discriminating VISA and VSSA straining by using the peaks that met the selection criteria described [30 ]. MALDI-TOF MS [30 ]. combining genetic algorithm and cluster analysis methods [31 ā33 ]. NOCEDP [32 , 33 ]. five peptides/proteins from the training group to classify, used to select each peptide peak, and using software to determine the optimal separation planes [34 ]. serum samples, from SCLC patients [34 ].