The Exploration of Peptide Biomarkers in Malignant Pleural Effusion of Lung Cancer Using Matrix-Assisted Laser Desorption/Ionization Time-of-Flight Mass Spectrometry

Table 3

The results of three statistical algorithms in ClinProTools software of training set.

Model name	Algorithms	Cross-validation	Recognition capability
GA-3	GA	77.09%	93.75%
GA-5	GA	76.07%	96.35%
GA-7	GA	78.29%	95.83%
SNN	SNN	81.06%	98.44%
QC	QC	80.17%	93.75%

GA: genetic algorithm. GA-3: number of neighbors is 3; GA-5: number of neighbors is 5; GA-7: number of neighbors is 7.
SNN: supervised neural network;
QC: quick classifier algorithm.