A Reliable Method for Identification of Antibiotics by Terahertz Spectroscopy and SVM

Table 3

Identification results of all chemometric methods.

Chemometric method	Features selection method	Mean accuracy in calibration set (%)	Mean accuracy in prediction set (%)	Training time (s)
GS-SVM	No	99.15	98.19	96.61
	PCA	99.48	99.71	19.77
	t-SNE	99.85	99.79	22.76
GA-SVM	No	99.34	99.14	118.29
	PCA	99.64	99.76	28.79
	t-SNE	99.90	99.81	55.83
PSO-SVM	No	99.77	99.68	243.59
	PCA	99.81	99.67	47.04
	t-SNE	99.82	99.91	53.26