Table 6.

Performance measures of the best-fit ANN used in this study.

Response	Parameter	Training	5-fold validation
RM (%)	R2	0.9833	0.9828
	RMSE	5.65	5.73
	n	61,322	15,330
DTG (%/min)	R2	0.5445	0.5375
	RMSE	6.74	6.96
	n	61,322	15,330
O—H	R2	0.9629	0.9728
	RMSE	0.001	0.0008
	n	197	53
CO2	R2	0.9574	0.9470
	RMSE	0.0005	0.0005
	n	197	53
CO	R2	0.9640	0.9527
	RMSE	0.002	0.002
	n	197	53
C O	R2	0.6584	0.5725
	RMSE	0.013	0.016
	n	393	107
C C	R2	0.8220	0.7478
	RMSE	0.001	0.001
	n	407	93
C—O	R2	0.3409	0.2744
	RMSE	0.013	0.016
	n	393	107
C—H	R2	0.6337	0.4683
	RMSE	0.007	0.009
	n	603	147
CH3	R2	0.8028	0.6794
	RMSE	0.0099	0.0085
	n	406	94
CH2	R2	0.7730	0.6015
	RMSE	0.0238	0.0222
	n	406	94
R-CH CH2	R2	0.9694	0.9629
	RMSE	0.001	0.001
	n	210	40
H—Cl	R2	0.3035	0.6903
	RMSE	0.004	0.004
	n	196	54
C—Cl	R2	0.0662	0.0698
	RMSE	0.002	0.003
	n	196	54