Table 5. Open in new tab The...

Parameters	(LASP, APOGEE_payne)	(LASSO-MLPNet, APOGEE_payne)
T_eff (K)	144.59	54.89	200.2	90.29	−2.892	152.6
log g (dex)	0.236	0.060	0.325	0.152	0.0171	0.258
[Fe/H] (dex)	0.108	−0.018	0.162	0.064	0.0044	0.096

Parameters	(LASP, APOGEE_payne)	(LASSO-MLPNet, APOGEE_payne)
T_eff (K)	144.59	54.89	200.2	90.29	−2.892	152.6
log g (dex)	0.236	0.060	0.325	0.152	0.0171	0.258
[Fe/H] (dex)	0.108	−0.018	0.162	0.064	0.0044	0.096

Table 5.

The consistencies between LASP predictions, LASSO-MLPNet predictions, and the APOGEE_payne catalog. The left-hand side in the table is the results of the consistency between the LASP estimations and the AOPGEE_payne catalog (LASP, APOGEE_payne); the right-hand side is the consistency results between the LASSO-MLPNet predictions and the AOPGEE_payne catalog (LASSO-MLPNet, APOGEE_payne).

Parameters	(LASP, APOGEE_payne)			(LASSO-MLPNet, APOGEE_payne)
	MAE	μ	σ	MAE	μ	σ
T_eff (K)	144.59	54.89	200.2	90.29	−2.892	152.6
log g (dex)	0.236	0.060	0.325	0.152	0.0171	0.258
[Fe/H] (dex)	0.108	−0.018	0.162	0.064	0.0044	0.096

Parameters	(LASP, APOGEE_payne)			(LASSO-MLPNet, APOGEE_payne)
	MAE	μ	σ	MAE	μ	σ
T_eff (K)	144.59	54.89	200.2	90.29	−2.892	152.6
log g (dex)	0.236	0.060	0.325	0.152	0.0171	0.258
[Fe/H] (dex)	0.108	−0.018	0.162	0.064	0.0044	0.096

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