Table 1. Open in new tab Hyperparameter...

Labels

N_r = 1

N_r = 2

N_r = 3

N_r = 4

N_s = 5

N_s = 20

N_s = 40

N_s = 60

T_eff

42.6130

40.0473

41.7769

40.1840

41.7769

40.3235

39.8680

40.3373

|$\log \, g$|

0.0807

0.0737

0.0744

0.0725

0.0744

0.0719

0.0718

0.0716

[Fe/H]

0.0286

0.0276

0.0282

0.0281

0.0282

0.0279

0.0278

0.0280

[C/H]

0.0427

0.0417

0.0413

0.0418

0.0413

0.0417

0.0419

0.0423

[N/H]

0.1030

0.1023

0.1015

0.1024

0.1015

0.1028

0.1034

0.1040

[O/H]

0.0554

0.0552

0.0551

0.0552

0.0551

0.0552

0.0554

0.0555

[Mg/H]

0.0327

0.0320

0.0318

0.0321

0.0318

0.0322

0.0323

0.0327

[Al/H]

0.0472

0.0462

0.0458

0.0463

0.0458

0.0466

0.0469

0.0473

[Si/H]

0.0339

0.0335

0.0331

0.0334

0.0331

0.0337

0.0338

0.0340

[S/H]

0.0624

0.0622

0.0621

0.0623

0.0621

0.0624

0.0623

0.0624

[K/H]

0.0638

0.0636

0.0634

0.0638

0.0634

0.0639

0.0640

0.0642

[Ca/H]

0.0376

0.0370

0.0367

0.0369

0.0367

0.0372

0.0374

[Ti/H]

0.0919

0.0912

0.0915

0.0916

0.0915

0.0918

0.0921

0.0924

[Cr/H]

0.1086

0.1081

0.1079

0.1076

0.1079

0.1080

0.1082

0.1083

[Mn/H]

0.0440

0.0431

0.0425

0.0427

0.0425

0.0429

0.0428

0.0431

[Ni/H]

0.0357

0.0351

0.0348

0.0349

0.0348

0.0348

0.0349

0.0351

Table 1.

Open in new tab

Hyperparameter evaluation. The N_r and N_s are two hyperparameters in RRNet. Experimental results are calculated on the validation set using the MAE. To simplify the computation complexity, the evaluations of N_s = 5, 20, 40, and 60 are conducted with N_r = 3, and evaluations of N_r = 1, 2, 3, 4, and 5 are conducted with N_s = 5.

Labels	N_r = 1	N_r = 2	N_r = 3	N_r = 4	N_s = 5	N_s = 20	N_s = 40	N_s = 60
T_eff	42.6130	40.0473	41.7769	40.1840	41.7769	40.3235	39.8680	40.3373
\|$\log \, g$\|	0.0807	0.0737	0.0744	0.0725	0.0744	0.0719	0.0718	0.0716
[Fe/H]	0.0286	0.0276	0.0282	0.0281	0.0282	0.0279	0.0278	0.0280
[C/H]	0.0427	0.0417	0.0413	0.0418	0.0413	0.0417	0.0419	0.0423
[N/H]	0.1030	0.1023	0.1015	0.1024	0.1015	0.1028	0.1034	0.1040
[O/H]	0.0554	0.0552	0.0551	0.0552	0.0551	0.0552	0.0554	0.0555
[Mg/H]	0.0327	0.0320	0.0318	0.0321	0.0318	0.0322	0.0323	0.0327
[Al/H]	0.0472	0.0462	0.0458	0.0463	0.0458	0.0466	0.0469	0.0473
[Si/H]	0.0339	0.0335	0.0331	0.0334	0.0331	0.0337	0.0338	0.0340
[S/H]	0.0624	0.0622	0.0621	0.0623	0.0621	0.0624	0.0623	0.0624
[K/H]	0.0638	0.0636	0.0634	0.0638	0.0634	0.0639	0.0640	0.0642
[Ca/H]	0.0376	0.0370	0.0367	0.0369	0.0367	0.0372	0.0372	0.0374
[Ti/H]	0.0919	0.0912	0.0915	0.0916	0.0915	0.0918	0.0921	0.0924
[Cr/H]	0.1086	0.1081	0.1079	0.1076	0.1079	0.1080	0.1082	0.1083
[Mn/H]	0.0440	0.0431	0.0425	0.0427	0.0425	0.0429	0.0428	0.0431
[Ni/H]	0.0357	0.0351	0.0348	0.0349	0.0348	0.0348	0.0349	0.0351

Labels	N_r = 1	N_r = 2	N_r = 3	N_r = 4	N_s = 5	N_s = 20	N_s = 40	N_s = 60
T_eff	42.6130	40.0473	41.7769	40.1840	41.7769	40.3235	39.8680	40.3373
\|$\log \, g$\|	0.0807	0.0737	0.0744	0.0725	0.0744	0.0719	0.0718	0.0716
[Fe/H]	0.0286	0.0276	0.0282	0.0281	0.0282	0.0279	0.0278	0.0280
[C/H]	0.0427	0.0417	0.0413	0.0418	0.0413	0.0417	0.0419	0.0423
[N/H]	0.1030	0.1023	0.1015	0.1024	0.1015	0.1028	0.1034	0.1040
[O/H]	0.0554	0.0552	0.0551	0.0552	0.0551	0.0552	0.0554	0.0555
[Mg/H]	0.0327	0.0320	0.0318	0.0321	0.0318	0.0322	0.0323	0.0327
[Al/H]	0.0472	0.0462	0.0458	0.0463	0.0458	0.0466	0.0469	0.0473
[Si/H]	0.0339	0.0335	0.0331	0.0334	0.0331	0.0337	0.0338	0.0340
[S/H]	0.0624	0.0622	0.0621	0.0623	0.0621	0.0624	0.0623	0.0624
[K/H]	0.0638	0.0636	0.0634	0.0638	0.0634	0.0639	0.0640	0.0642
[Ca/H]	0.0376	0.0370	0.0367	0.0369	0.0367	0.0372	0.0372	0.0374
[Ti/H]	0.0919	0.0912	0.0915	0.0916	0.0915	0.0918	0.0921	0.0924
[Cr/H]	0.1086	0.1081	0.1079	0.1076	0.1079	0.1080	0.1082	0.1083
[Mn/H]	0.0440	0.0431	0.0425	0.0427	0.0425	0.0429	0.0428	0.0431
[Ni/H]	0.0357	0.0351	0.0348	0.0349	0.0348	0.0348	0.0349	0.0351

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