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

Table 2

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

Analyte	Model		RMSECV		RMSEP
Analyte 1	PLSR	0.9340	0.5568	0.9491	0.5088
	SVR	0.9520	0.4816	0.9667	0.4117
	1DCNN	0.9683	0.3397	0.9845	0.2807
Analyte 2	PLSR	0.9027	1.0077	0.8924	1.0346
	SVR	0.9137	0.9209	0.9421	0.7591
	1DCNN	0.9780	0.4950	0.9489	0.7129
Analyte3	PLSR	0.8834	0.0883	0.9056	0.0758
	SVR	0.9240	0.0707	0.8703	0.0888
	1DCNN	0.9659	0.0469	0.9663	0.0453