Component Prediction of Antai Pills Based on One-Dimensional Convolutional Neural Network and Near-Infrared Spectroscopy

Table 3

Comparison of evaluation indices of the 1DCNN model, PLSR model, and SVR model with spectra with outliers.

Analyte	Model		RMSECV		RMSEP
Analyte 1	PLSR	0.9342	0.5534	0.9310	0.5591
	SVR	0.9420	0.5119	0.9793	0.3062
	1DCNN	0.9692	0.3283	0.9788	0.3100
Analyte 2	PLSR	0.8805	1.0722	0.9105	0.9423
	SVR	0.9005	0.9740	0.9516	0.6927
	1DCNN	0.9755	0.5332	0.9632	0.6042
Analyte 3	PLSR	0.8769	0.0894	0.8980	0.0804
	SVR	0.9091	0.0738	0.9496	0.0565
	1DCNN	0.9633	0.0616	0.9712	0.0427