. 2022 Sep 5;13(9):808. doi: 10.3390/insects13090808

Table 3.

The metrics of ANN, SVR, and PLS model.

Group	Model	Training Set				Validation Set				Total Set
Group	Model	R²	RMSE	MSE	MAE	R²	RMSE	MSE	MAE	R²	RMSE	MSE	MAE
10 °C	ANN	0.96	7.6	57.78	5.39	0.81	17.9	320.36	12.44	0.94	9.5	90.32	5.76
	SVR	0.98	6.22	38.73	2.08	0.57	20.94	438.61	18.92	0.92	11.07	122.58	5.61
	PLS	0.86	14.27	203.76	10.84	0.55	27.92	779.3	22.89	0.78	18.01	324.44	13.36
25 °C	ANN	0.79	17.22	296.5	11.25	0.69	23.19	537.77	15.88	0.77	18.63	347.09	12.22
	SVR	0.91	11.89	141.38	3.79	0.43	24.23	587.13	19.11	0.84	15.32	234.84	7
	PLS	0.53	25.95	673.16	20.18	0.57	27.2	739.58	20.27	0.54	26.21	687.08	20.2
40 °C	ANN	0.88	13.5	182.32	10.21	0.76	15.88	252.06	12.4	0.86	14.03	196.75	10.66
	SVR	1	0.66	0.44	0.19	0.66	21.38	457.18	16.21	0.93	9.74	94.94	3.51
	PLS	0.71	21.02	441.89	16.59	0.64	19.39	376.14	14.44	0.7	20.7	428.29	16.15