lars/FYS-STK4155
1
0
Fork 0
Code Issues Pull Requests Actions Packages Projects Releases Wiki Activity

update week 36

Browse Source
This commit is contained in:
Morten Hjorth-Jensen
2025-09-03 13:40:18 +02:00
parent 1a1618aa74
commit abd1d73a8f
15 changed files with 668 additions and 119 deletions
Download Patch File Download Diff File Expand all files Collapse all files
doc/Programs/Regression/predictions_lasso.csv
+101
View File
@@ -0,0 +1,101 @@
X,True Y,Predicted Y
0.749080237694725,6.29076424720326,6.269012008684799
1.9014286128198323,9.554782163226564,9.591851942859844
1.4639878836228102,8.43784403913618,8.33047512731766
1.1973169683940732,6.598166447881773,7.5615195011088305
0.31203728088487304,4.826275898735863,5.008782184800115
0.3119890406724053,5.114523407773089,5.0086430823308605
0.11616722433639892,5.087448695379955,4.443983500775647
1.7323522915498704,8.937921765512787,9.104314003494723
1.2022300234864176,7.202443269012659,7.575686480480734
1.416145155592091,7.997556944984005,8.192518819405924
0.041168988591604894,4.581208024625852,4.22772326376319
1.9398197043239886,9.983834667801808,9.702554100922704
1.6648852816008435,8.72977574291901,8.909770339671123
0.4246782213565523,5.530668380626334,5.3335865784208325
0.36364993441420124,5.139488577916623,5.157609214852874
0.36680901970686763,5.584749554387048,5.166718556257376
0.6084844859190754,5.474426910818551,5.863598863962162
1.0495128632644757,6.9847075164945425,7.135320798041875
0.8638900372842315,6.395616035286616,6.600070389245476
0.5824582803960838,5.015617367122192,5.788551320256071
1.223705789444759,7.8191775068665645,7.637612660344203
0.27898772130408367,4.967490800002196,4.913482535186757
0.5842892970704363,5.75542461953254,5.793831125787987
0.7327236865873834,6.080877493074577,6.221847277620767
0.9121399684340719,6.0287345342770084,6.739200882685431
1.5703519227860272,8.500733106975401,8.637179839643329
0.39934756431671947,5.026685434686774,5.260544674958513
1.0284688768272232,6.68426799587086,7.074639670687183
1.184829137724085,7.47384455733925,7.525510371112055
0.09290082543999545,4.480727904727256,4.376893963404605
1.2150897038028767,8.588362062013896,7.612767852936018
0.34104824737458306,5.110433648539669,5.092436399152226
0.13010318597055903,4.519084753273059,4.484168370940532
1.8977710745066665,9.656090265636918,9.581305293400263
1.9312640661491187,8.834406590797835,9.677883596061946
1.6167946962329223,8.837127150974158,8.771099325793887
0.6092275383467414,5.857797720010738,5.865741483618796
0.19534422801276774,5.817653740280946,4.672293372480547
1.3684660530243138,8.009217676682379,8.055034331678296
0.8803049874792026,6.791688633604414,6.647403516277849
0.24407646968955765,4.714873524216051,4.812814626487545
0.9903538202225404,6.386722441857855,6.964733469651725
0.06877704223043679,4.777742533948821,4.307332126079673
1.8186408041575641,9.83188892881608,9.353130179004394
0.5175599632000338,5.948195863121625,5.6014145787161
1.325044568707964,7.520439978726522,7.92982684650971
0.6234221521788219,6.5716636120045155,5.906672187136568
1.0401360423556216,6.419482595670725,7.108282381844027
1.0934205586865593,7.573690222959813,7.261930291243317
0.3697089110510541,6.204354546058151,5.175080502150851
1.9391692555291171,9.322239604022007,9.700678507328448
1.550265646722229,8.3676480753653,8.57926030621542
1.8789978831283782,9.686819331928955,9.527172089110445
1.7896547008552977,9.117226275507795,9.26954765858956
1.1957999576221703,6.812068157333445,7.55714514342129
1.8437484700462337,9.565526897541716,9.425529079085056
0.176985004103839,3.9998031554484643,4.619353858977587
0.3919657248382904,5.412693389832461,5.239258862841209
0.09045457782107613,3.811651616346327,4.369840116276003
0.6506606615265287,6.726949187088356,5.9852154545734955
0.777354579378964,5.940437091968773,6.350542137670922
0.5426980635477918,5.467063432540538,5.6739012377056275
1.6574750183038587,9.37918366359641,8.888402566402645
0.7135066533871786,5.525087801944558,6.166434238723501
0.5618690193747615,5.799337025426349,5.7291814107620125
1.085392166316497,7.909747876090704,7.238780119515455
0.2818484499495253,4.0418037325679625,4.921731553963635
1.6043939615080793,8.90549881379039,8.73534134023475
0.14910128735954165,4.5772452592028365,4.5389501117157245
1.9737738732010346,10.31223305549176,9.800462225507097
1.5444895385933148,8.014993260340905,8.562604680912191
0.3974313630683448,4.5320657826628965,5.255019236499572
0.011044234247204798,4.294103485550063,4.140857400189669
1.6309228569096683,9.041260907345597,8.811838409135795
1.4137146876952342,8.36639048825864,8.185510473700113
1.4580143360819746,8.547267112994412,8.31325017803509
1.5425406933718915,8.28760971932643,8.556985112327675
0.14808930346818072,4.560394758985043,4.536032018056252
0.7169314570885452,6.297330607914976,6.176309789165768
0.23173811905025943,4.338038648137594,4.777236527788301
1.726206851751187,10.11150781082594,9.086593396413626
1.2465962536551158,7.976705221421241,7.703618175891288
0.6617960497052984,5.389736400514571,6.017324765717306
0.12711670057204727,4.709626906033057,4.475556727830498
0.6219646434313244,5.378553095180313,5.9024694057770954
0.6503666440534941,6.344642234031708,5.984367644118051
1.4592123566761281,8.956934859532087,8.316704715532733
1.2751149427104262,7.415003668955423,7.785852889723395
1.774425485152653,9.80496452008012,9.22563364161755
0.9444298503238986,7.039680014439945,6.832309973069372
0.2391884918766034,5.128595555627054,4.798719958395109
1.42648957444599,9.227865214664945,8.222347340715581
1.5215700972337949,8.442016233699949,8.49651560866429
1.1225543951389925,6.9907951032382325,7.34593880575991
1.541934359909122,8.181045864914603,8.555236726954806
0.9875911927287815,6.554868435703625,6.956767329239963
1.0454656587639881,7.0978461215849125,7.123650531457317
0.8550820367170993,6.73582209755962,6.574672187923306
0.05083825348819038,4.290860160129581,4.255604953212358
0.2157828539866089,5.060940186477839,4.731228920142662
1 X True Y Predicted Y
2 0.749080237694725 6.29076424720326 6.269012008684799
3 1.9014286128198323 9.554782163226564 9.591851942859844
4 1.4639878836228102 8.43784403913618 8.33047512731766
5 1.1973169683940732 6.598166447881773 7.5615195011088305
6 0.31203728088487304 4.826275898735863 5.008782184800115
7 0.3119890406724053 5.114523407773089 5.0086430823308605
8 0.11616722433639892 5.087448695379955 4.443983500775647
9 1.7323522915498704 8.937921765512787 9.104314003494723
10 1.2022300234864176 7.202443269012659 7.575686480480734
11 1.416145155592091 7.997556944984005 8.192518819405924
12 0.041168988591604894 4.581208024625852 4.22772326376319
13 1.9398197043239886 9.983834667801808 9.702554100922704
14 1.6648852816008435 8.72977574291901 8.909770339671123
15 0.4246782213565523 5.530668380626334 5.3335865784208325
16 0.36364993441420124 5.139488577916623 5.157609214852874
17 0.36680901970686763 5.584749554387048 5.166718556257376
18 0.6084844859190754 5.474426910818551 5.863598863962162
19 1.0495128632644757 6.9847075164945425 7.135320798041875
20 0.8638900372842315 6.395616035286616 6.600070389245476
21 0.5824582803960838 5.015617367122192 5.788551320256071
22 1.223705789444759 7.8191775068665645 7.637612660344203
23 0.27898772130408367 4.967490800002196 4.913482535186757
24 0.5842892970704363 5.75542461953254 5.793831125787987
25 0.7327236865873834 6.080877493074577 6.221847277620767
26 0.9121399684340719 6.0287345342770084 6.739200882685431
27 1.5703519227860272 8.500733106975401 8.637179839643329
28 0.39934756431671947 5.026685434686774 5.260544674958513
29 1.0284688768272232 6.68426799587086 7.074639670687183
30 1.184829137724085 7.47384455733925 7.525510371112055
31 0.09290082543999545 4.480727904727256 4.376893963404605
32 1.2150897038028767 8.588362062013896 7.612767852936018
33 0.34104824737458306 5.110433648539669 5.092436399152226
34 0.13010318597055903 4.519084753273059 4.484168370940532
35 1.8977710745066665 9.656090265636918 9.581305293400263
36 1.9312640661491187 8.834406590797835 9.677883596061946
37 1.6167946962329223 8.837127150974158 8.771099325793887
38 0.6092275383467414 5.857797720010738 5.865741483618796
39 0.19534422801276774 5.817653740280946 4.672293372480547
40 1.3684660530243138 8.009217676682379 8.055034331678296
41 0.8803049874792026 6.791688633604414 6.647403516277849
42 0.24407646968955765 4.714873524216051 4.812814626487545
43 0.9903538202225404 6.386722441857855 6.964733469651725
44 0.06877704223043679 4.777742533948821 4.307332126079673
45 1.8186408041575641 9.83188892881608 9.353130179004394
46 0.5175599632000338 5.948195863121625 5.6014145787161
47 1.325044568707964 7.520439978726522 7.92982684650971
48 0.6234221521788219 6.5716636120045155 5.906672187136568
49 1.0401360423556216 6.419482595670725 7.108282381844027
50 1.0934205586865593 7.573690222959813 7.261930291243317
51 0.3697089110510541 6.204354546058151 5.175080502150851
52 1.9391692555291171 9.322239604022007 9.700678507328448
53 1.550265646722229 8.3676480753653 8.57926030621542
54 1.8789978831283782 9.686819331928955 9.527172089110445
55 1.7896547008552977 9.117226275507795 9.26954765858956
56 1.1957999576221703 6.812068157333445 7.55714514342129
57 1.8437484700462337 9.565526897541716 9.425529079085056
58 0.176985004103839 3.9998031554484643 4.619353858977587
59 0.3919657248382904 5.412693389832461 5.239258862841209
60 0.09045457782107613 3.811651616346327 4.369840116276003
61 0.6506606615265287 6.726949187088356 5.9852154545734955
62 0.777354579378964 5.940437091968773 6.350542137670922
63 0.5426980635477918 5.467063432540538 5.6739012377056275
64 1.6574750183038587 9.37918366359641 8.888402566402645
65 0.7135066533871786 5.525087801944558 6.166434238723501
66 0.5618690193747615 5.799337025426349 5.7291814107620125
67 1.085392166316497 7.909747876090704 7.238780119515455
68 0.2818484499495253 4.0418037325679625 4.921731553963635
69 1.6043939615080793 8.90549881379039 8.73534134023475
70 0.14910128735954165 4.5772452592028365 4.5389501117157245
71 1.9737738732010346 10.31223305549176 9.800462225507097
72 1.5444895385933148 8.014993260340905 8.562604680912191
73 0.3974313630683448 4.5320657826628965 5.255019236499572
74 0.011044234247204798 4.294103485550063 4.140857400189669
75 1.6309228569096683 9.041260907345597 8.811838409135795
76 1.4137146876952342 8.36639048825864 8.185510473700113
77 1.4580143360819746 8.547267112994412 8.31325017803509
78 1.5425406933718915 8.28760971932643 8.556985112327675
79 0.14808930346818072 4.560394758985043 4.536032018056252
80 0.7169314570885452 6.297330607914976 6.176309789165768
81 0.23173811905025943 4.338038648137594 4.777236527788301
82 1.726206851751187 10.11150781082594 9.086593396413626
83 1.2465962536551158 7.976705221421241 7.703618175891288
84 0.6617960497052984 5.389736400514571 6.017324765717306
85 0.12711670057204727 4.709626906033057 4.475556727830498
86 0.6219646434313244 5.378553095180313 5.9024694057770954
87 0.6503666440534941 6.344642234031708 5.984367644118051
88 1.4592123566761281 8.956934859532087 8.316704715532733
89 1.2751149427104262 7.415003668955423 7.785852889723395
90 1.774425485152653 9.80496452008012 9.22563364161755
91 0.9444298503238986 7.039680014439945 6.832309973069372
92 0.2391884918766034 5.128595555627054 4.798719958395109
93 1.42648957444599 9.227865214664945 8.222347340715581
94 1.5215700972337949 8.442016233699949 8.49651560866429
95 1.1225543951389925 6.9907951032382325 7.34593880575991
96 1.541934359909122 8.181045864914603 8.555236726954806
97 0.9875911927287815 6.554868435703625 6.956767329239963
98 1.0454656587639881 7.0978461215849125 7.123650531457317
99 0.8550820367170993 6.73582209755962 6.574672187923306
100 0.05083825348819038 4.290860160129581 4.255604953212358
101 0.2157828539866089 5.060940186477839 4.731228920142662