Table 8 Percentage of RMSE improvement... | Emerald Publishing

Table 8

Percentage of RMSE improvement for baseline TA-NLARNN model

Crop	Best TA-NLARNN RMSE	E-NLARNN RMSE	Hybrid NLARNN RMSE	Best TA-NLARNN vs hybrid E-NLARNN improvement (%)	E-NLARNN RMSE vs Hybrid NLARNN improvement (%)
Paddy	4.16 (BR)	4.66	3.76	19.3%	9.6%
Wheat	2.51 (BR)	2.65	2.1	20.8%	16.3%
Maize	0.79 (BR)	0.95	0.66	30.5%	16.5%
Groundnut	0.88 (BR)	0.96	0.71	26.0%	19.3%
Cotton	1.11 (BR)	1.39	0.98	29.5%	11.7%
Sugarcane	16.79 (BR)	17.97	13.51	24.8%	19.5%

Crop	Best TA-NLARNN RMSE	E-NLARNN RMSE	Hybrid NLARNN RMSE	Best TA-NLARNN vs hybrid E-NLARNN improvement (%)	E-NLARNN RMSE vsHybrid NLARNN improvement (%)
Paddy	4.16 (BR)	4.66	3.76	19.3%	9.6%
Wheat	2.51 (BR)	2.65	2.1	20.8%	16.3%
Maize	0.79 (BR)	0.95	0.66	30.5%	16.5%
Groundnut	0.88 (BR)	0.96	0.71	26.0%	19.3%
Cotton	1.11 (BR)	1.39	0.98	29.5%	11.7%
Sugarcane	16.79 (BR)	17.97	13.51	24.8%	19.5%

Source(s): Prepared by the authors