initial commit FESurrogateModelTutorial

This commit is contained in:
김경종
2026-05-21 17:03:51 +09:00
parent 93665d9ee6
commit 43b86669fa
122 changed files with 7929 additions and 0 deletions
@@ -0,0 +1,61 @@
y_true,y_pred,residual
-0.0098010662183848,-0.015250421684545492,0.005449355466160691
-0.0038113194658788,-0.0017486039076851003,-0.0020627155581936997
-0.0027310799449712,-0.00530647071310256,0.0025753907681313605
-0.0100024342038305,-0.010316738327277896,0.00031430412344739603
-0.0499253522341076,-0.04382392281863989,-0.006101429415467707
-0.001425202073237,0.005078412534373628,-0.006503614607610628
-0.0082152702385898,-0.009571524248486946,0.0013562540098971468
-0.030294940628359,-0.02508246148372859,-0.005212479144630411
-0.0003394669209404,-0.0023962303315858673,0.0020567634106454674
-0.0104094868935342,-0.017755890098581213,0.007346403205047012
-0.0007458704516273,-0.001982076369748365,0.0012362059181210648
-0.0019926250153884,-0.003373505311388497,0.0013808802960000974
-0.0067094522111387,-0.005789165245259511,-0.0009202869658791885
-0.0007713230369176,0.0012402266579821346,-0.0020115496948997346
-0.0009264786171953,0.0010793023104413834,-0.002005780927636683
-0.0048682939239769,-0.010842246768661199,0.0059739528446842985
-0.0015514429803847,-0.005987417572614714,0.004435974592230015
-0.0082797555491993,-0.006796396801820442,-0.0014833587473788582
-0.0067435512728419,0.00680790397400651,-0.01355145524684841
-0.0002679427721747,0.0006763820975785838,-0.0009443248697532838
-0.0117102395891512,0.0006489142032870647,-0.012359153792438266
-0.0038564225187403,-0.0035722131493459413,-0.00028420936939435853
-0.0043643611560866,-0.002491745084681229,-0.0018726160714053709
-0.00690334164553,0.00027024498753304947,-0.007173586633063049
-0.0032694837296735,-0.003198392657812337,-7.109107186116298e-05
-0.0065802327277111,-0.006997526861566011,0.000417294133854911
-0.0057609873946602,-0.008005191210867332,0.0022442038162071324
-0.0978259601841187,-0.10476466176020587,0.0069387015760871695
-0.0012815473411189,0.005795482786457884,-0.007077030127576784
-0.2116989856844677,-0.1421513721299082,-0.06954761355455952
-0.0005873182212224,0.003556659925605549,-0.004143978146827949
-0.0102808405040129,-0.013683666669211234,0.0034028261651983336
-0.0274808302842225,-0.023811924704933395,-0.0036689055792891064
-0.0055843874647924,-0.004446019039931307,-0.0011383684248610932
-0.0936698604467179,-0.08476905261398741,-0.008900807832730492
-0.0042383507360532,-0.0028395908107003084,-0.0013987599253528918
-0.0064139601803737,-0.002776365124053777,-0.003637595056319923
-0.0500503637977256,-0.04468561411923253,-0.005364749678493069
-0.0032551040880256,-0.007385900526260484,0.004130796438234884
-0.0006720203919551,-0.0017365014801694594,0.0010644810882143594
-0.0140013434972624,-0.018657807128895445,0.004656463631633044
-0.0136746738089856,-0.01026732343038411,-0.0034073503786014904
-0.0029028424886419,-0.006199045083251903,0.003296202594610003
-0.0002977300790917,-0.003466576745293704,0.003168846666202004
-0.0004013312796635,0.006938137232452899,-0.0073394685121164
-0.001387036808518,-0.002671626354811536,0.0012845895462935358
-0.0032416418934662,-2.721371817649039e-05,-0.0032144281752897095
-0.0012865758997511,-0.004382274888399403,0.003095698988648303
-0.000781489181828,0.014354677949252189,-0.015136167131080189
-0.0282740230807759,-0.024446790443019183,-0.0038272326377567153
-0.0014462597918054,-0.0025761975119785365,0.0011299377201731365
-0.0009190994374579,-0.0015752616401020422,0.0006561622026441422
-0.0024183380949151,0.001816942808085446,-0.004235280903000546
-0.0080349039892428,-0.008306703776443457,0.00027179978720065674
-0.0317498587484236,-0.026193372689921272,-0.005556486058502327
-0.0028680506091303,-0.006249707444856041,0.003381656835725741
-0.0327551701410487,-0.032500451863128575,-0.0002547182779201254
-0.0002898009271785,-0.004854942238588591,0.00456514131141009
-0.0049641733799332,-0.008914425892218376,0.003950252512285176
-0.0005541404200699,0.0025102185642642497,-0.00306435898433415
1 y_true y_pred residual
2 -0.0098010662183848 -0.015250421684545492 0.005449355466160691
3 -0.0038113194658788 -0.0017486039076851003 -0.0020627155581936997
4 -0.0027310799449712 -0.00530647071310256 0.0025753907681313605
5 -0.0100024342038305 -0.010316738327277896 0.00031430412344739603
6 -0.0499253522341076 -0.04382392281863989 -0.006101429415467707
7 -0.001425202073237 0.005078412534373628 -0.006503614607610628
8 -0.0082152702385898 -0.009571524248486946 0.0013562540098971468
9 -0.030294940628359 -0.02508246148372859 -0.005212479144630411
10 -0.0003394669209404 -0.0023962303315858673 0.0020567634106454674
11 -0.0104094868935342 -0.017755890098581213 0.007346403205047012
12 -0.0007458704516273 -0.001982076369748365 0.0012362059181210648
13 -0.0019926250153884 -0.003373505311388497 0.0013808802960000974
14 -0.0067094522111387 -0.005789165245259511 -0.0009202869658791885
15 -0.0007713230369176 0.0012402266579821346 -0.0020115496948997346
16 -0.0009264786171953 0.0010793023104413834 -0.002005780927636683
17 -0.0048682939239769 -0.010842246768661199 0.0059739528446842985
18 -0.0015514429803847 -0.005987417572614714 0.004435974592230015
19 -0.0082797555491993 -0.006796396801820442 -0.0014833587473788582
20 -0.0067435512728419 0.00680790397400651 -0.01355145524684841
21 -0.0002679427721747 0.0006763820975785838 -0.0009443248697532838
22 -0.0117102395891512 0.0006489142032870647 -0.012359153792438266
23 -0.0038564225187403 -0.0035722131493459413 -0.00028420936939435853
24 -0.0043643611560866 -0.002491745084681229 -0.0018726160714053709
25 -0.00690334164553 0.00027024498753304947 -0.007173586633063049
26 -0.0032694837296735 -0.003198392657812337 -7.109107186116298e-05
27 -0.0065802327277111 -0.006997526861566011 0.000417294133854911
28 -0.0057609873946602 -0.008005191210867332 0.0022442038162071324
29 -0.0978259601841187 -0.10476466176020587 0.0069387015760871695
30 -0.0012815473411189 0.005795482786457884 -0.007077030127576784
31 -0.2116989856844677 -0.1421513721299082 -0.06954761355455952
32 -0.0005873182212224 0.003556659925605549 -0.004143978146827949
33 -0.0102808405040129 -0.013683666669211234 0.0034028261651983336
34 -0.0274808302842225 -0.023811924704933395 -0.0036689055792891064
35 -0.0055843874647924 -0.004446019039931307 -0.0011383684248610932
36 -0.0936698604467179 -0.08476905261398741 -0.008900807832730492
37 -0.0042383507360532 -0.0028395908107003084 -0.0013987599253528918
38 -0.0064139601803737 -0.002776365124053777 -0.003637595056319923
39 -0.0500503637977256 -0.04468561411923253 -0.005364749678493069
40 -0.0032551040880256 -0.007385900526260484 0.004130796438234884
41 -0.0006720203919551 -0.0017365014801694594 0.0010644810882143594
42 -0.0140013434972624 -0.018657807128895445 0.004656463631633044
43 -0.0136746738089856 -0.01026732343038411 -0.0034073503786014904
44 -0.0029028424886419 -0.006199045083251903 0.003296202594610003
45 -0.0002977300790917 -0.003466576745293704 0.003168846666202004
46 -0.0004013312796635 0.006938137232452899 -0.0073394685121164
47 -0.001387036808518 -0.002671626354811536 0.0012845895462935358
48 -0.0032416418934662 -2.721371817649039e-05 -0.0032144281752897095
49 -0.0012865758997511 -0.004382274888399403 0.003095698988648303
50 -0.000781489181828 0.014354677949252189 -0.015136167131080189
51 -0.0282740230807759 -0.024446790443019183 -0.0038272326377567153
52 -0.0014462597918054 -0.0025761975119785365 0.0011299377201731365
53 -0.0009190994374579 -0.0015752616401020422 0.0006561622026441422
54 -0.0024183380949151 0.001816942808085446 -0.004235280903000546
55 -0.0080349039892428 -0.008306703776443457 0.00027179978720065674
56 -0.0317498587484236 -0.026193372689921272 -0.005556486058502327
57 -0.0028680506091303 -0.006249707444856041 0.003381656835725741
58 -0.0327551701410487 -0.032500451863128575 -0.0002547182779201254
59 -0.0002898009271785 -0.004854942238588591 0.00456514131141009
60 -0.0049641733799332 -0.008914425892218376 0.003950252512285176
61 -0.0005541404200699 0.0025102185642642497 -0.00306435898433415