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 [31–33].	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].