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Morten Hjorth-Jensen
2025-09-03 13:40:18 +02:00
parent 1a1618aa74
commit abd1d73a8f
15 changed files with 668 additions and 119 deletions
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doc/Programs/Regression/predictions_linear.csv
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X,True Y,Predicted Y
0.749080237694725,6.29076424720326,6.268687032292801
1.9014286128198323,9.554782163226564,9.593277424867807
1.4639878836228102,8.43784403913618,8.331236121211234
1.1973169683940732,6.598166447881773,7.561875412343666
0.31203728088487304,4.826275898735863,5.007793324524211
0.3119890406724053,5.114523407773089,5.007654148776349
0.11616722433639892,5.087448695379955,4.442697106877805
1.7323522915498704,8.937921765512787,9.105482652523017
1.2022300234864176,7.202443269012659,7.576049854821989
1.416145155592091,7.997556944984005,8.19320713848434
0.041168988591604894,4.581208024625852,4.226322944862653
1.9398197043239886,9.983834667801808,9.704037900371866
1.6648852816008435,8.72977574291901,8.910836503898087
0.4246782213565523,5.530668380626334,5.33276882376254
0.36364993441420124,5.139488577916623,5.156698756043805
0.36680901970686763,5.584749554387048,5.165812896211863
0.6084844859190754,5.474426910818551,5.8630603175942735
1.0495128632644757,6.9847075164945425,7.13545218955424
0.8638900372842315,6.395616035286616,6.599919813045667
0.5824582803960838,5.015617367122192,5.787973239151067
1.223705789444759,7.8191775068665645,7.6380086571421115
0.27898772130408367,4.967490800002196,4.912443471447707
0.5842892970704363,5.75542461953254,5.793255826062803
0.7327236865873834,6.080877493074577,6.2214974550425834
0.9121399684340719,6.0287345342770084,6.739123599856881
1.5703519227860272,8.500733106975401,8.638102404316905
0.39934756431671947,5.026685434686774,5.259688442126128
1.0284688768272232,6.68426799587086,7.07473909563143
1.184829137724085,7.47384455733925,7.5258473128854275
0.09290082543999545,4.480727904727256,4.375572227014628
1.2150897038028767,8.588362062013896,7.6131507615916485
0.34104824737458306,5.110433648539669,5.091491607572109
0.13010318597055903,4.519084753273059,4.482903146266885
1.8977710745066665,9.656090265636918,9.582725219476702
1.9312640661491187,8.834406590797835,9.679354399190695
1.6167946962329223,8.837127150974158,8.772092438701536
0.6092275383467414,5.857797720010738,5.865204065974123
0.19534422801276774,5.817653740280946,4.671127251283357
1.3684660530243138,8.009217676682379,8.055650224494487
0.8803049874792026,6.791688633604414,6.647277874974528
0.24407646968955765,4.714873524216051,4.811722531308558
0.9903538202225404,6.386722441857855,6.96477499646166
0.06877704223043679,4.777742533948821,4.305973744800121
1.8186408041575641,9.83188892881608,9.354429903369777
0.5175599632000338,5.948195863121625,5.600737914745937
1.325044568707964,7.520439978726522,7.930376780538088
0.6234221521788219,6.5716636120045155,5.90615633161803
1.0401360423556216,6.419482595670725,7.108399529630033
1.0934205586865593,7.573690222959813,7.262128380115554
0.3697089110510541,6.204354546058151,5.174179247144017
1.9391692555291171,9.322239604022007,9.702161318722625
1.550265646722229,8.3676480753653,8.580152359117196
1.8789978831283782,9.686819331928955,9.528563498037686
1.7896547008552977,9.117226275507795,9.270803352027228
1.1957999576221703,6.812068157333445,7.557498750262502
1.8437484700462337,9.565526897541716,9.426866942892994
0.176985004103839,3.9998031554484643,4.618159849462592
0.3919657248382904,5.412693389832461,5.238391416730617
0.09045457782107613,3.811651616346327,4.3685146639483925
0.6506606615265287,6.726949187088356,5.984740975324946
0.777354579378964,5.940437091968773,6.350260111015283
0.5426980635477918,5.467063432540538,5.673262759409053
1.6574750183038587,9.37918366359641,8.889457474174606
0.7135066533871786,5.525087801944558,6.1660552247845155
0.5618690193747615,5.799337025426349,5.728572053833063
1.085392166316497,7.909747876090704,7.238966012972516
0.2818484499495253,4.0418037325679625,4.920696835773723
1.6043939615080793,8.90549881379039,8.736315615982791
0.14910128735954165,4.5772452592028365,4.537713745837627
1.9737738732010346,10.31223305549176,9.801997602553284
1.5444895385933148,8.014993260340905,8.563487959699113
0.3974313630683448,4.5320657826628965,5.2541600928889505
0.011044234247204798,4.294103485550063,4.139411320709756
1.6309228569096683,9.041260907345597,8.81285298322486
1.4137146876952342,8.36639048825864,8.186195100810858
1.4580143360819746,8.547267112994412,8.314002097896282
1.5425406933718915,8.28760971932643,8.557865430748999
0.14808930346818072,4.560394758985043,4.5347941149384265
0.7169314570885452,6.297330607914976,6.175935977626105
0.23173811905025943,4.338038648137594,4.776125690213364
1.726206851751187,10.11150781082594,9.08775271029905
1.2465962536551158,7.976705221421241,7.704048944123097
0.6617960497052984,5.389736400514571,6.0168672015217
0.12711670057204727,4.709626906033057,4.474286966578708
0.6219646434313244,5.378553095180313,5.901951336250637
0.6503666440534941,6.344642234031708,5.9838927182464445
1.4592123566761281,8.956934859532087,8.31745845523006
1.2751149427104262,7.415003668955423,7.786326978863959
1.774425485152653,9.80496452008012,9.226866201331834
0.9444298503238986,7.039680014439945,6.832281739726384
0.2391884918766034,5.128595555627054,4.797620438202987
1.42648957444599,9.227865214664945,8.223051373336244
1.5215700972337949,8.442016233699949,8.497364071999986
1.1225543951389925,6.9907951032382325,7.346181149971801
1.541934359909122,8.181045864914603,8.556116124333911
0.9875911927287815,6.554868435703625,6.9568046595199196
1.0454656587639881,7.0978461215849125,7.123775775121281
0.8550820367170993,6.73582209755962,6.5745082320555825
0.05083825348819038,4.290860160129581,4.254219322271057
0.2157828539866089,5.060940186477839,4.730093845949392
1 X True Y Predicted Y
2 0.749080237694725 6.29076424720326 6.268687032292801
3 1.9014286128198323 9.554782163226564 9.593277424867807
4 1.4639878836228102 8.43784403913618 8.331236121211234
5 1.1973169683940732 6.598166447881773 7.561875412343666
6 0.31203728088487304 4.826275898735863 5.007793324524211
7 0.3119890406724053 5.114523407773089 5.007654148776349
8 0.11616722433639892 5.087448695379955 4.442697106877805
9 1.7323522915498704 8.937921765512787 9.105482652523017
10 1.2022300234864176 7.202443269012659 7.576049854821989
11 1.416145155592091 7.997556944984005 8.19320713848434
12 0.041168988591604894 4.581208024625852 4.226322944862653
13 1.9398197043239886 9.983834667801808 9.704037900371866
14 1.6648852816008435 8.72977574291901 8.910836503898087
15 0.4246782213565523 5.530668380626334 5.33276882376254
16 0.36364993441420124 5.139488577916623 5.156698756043805
17 0.36680901970686763 5.584749554387048 5.165812896211863
18 0.6084844859190754 5.474426910818551 5.8630603175942735
19 1.0495128632644757 6.9847075164945425 7.13545218955424
20 0.8638900372842315 6.395616035286616 6.599919813045667
21 0.5824582803960838 5.015617367122192 5.787973239151067
22 1.223705789444759 7.8191775068665645 7.6380086571421115
23 0.27898772130408367 4.967490800002196 4.912443471447707
24 0.5842892970704363 5.75542461953254 5.793255826062803
25 0.7327236865873834 6.080877493074577 6.2214974550425834
26 0.9121399684340719 6.0287345342770084 6.739123599856881
27 1.5703519227860272 8.500733106975401 8.638102404316905
28 0.39934756431671947 5.026685434686774 5.259688442126128
29 1.0284688768272232 6.68426799587086 7.07473909563143
30 1.184829137724085 7.47384455733925 7.5258473128854275
31 0.09290082543999545 4.480727904727256 4.375572227014628
32 1.2150897038028767 8.588362062013896 7.6131507615916485
33 0.34104824737458306 5.110433648539669 5.091491607572109
34 0.13010318597055903 4.519084753273059 4.482903146266885
35 1.8977710745066665 9.656090265636918 9.582725219476702
36 1.9312640661491187 8.834406590797835 9.679354399190695
37 1.6167946962329223 8.837127150974158 8.772092438701536
38 0.6092275383467414 5.857797720010738 5.865204065974123
39 0.19534422801276774 5.817653740280946 4.671127251283357
40 1.3684660530243138 8.009217676682379 8.055650224494487
41 0.8803049874792026 6.791688633604414 6.647277874974528
42 0.24407646968955765 4.714873524216051 4.811722531308558
43 0.9903538202225404 6.386722441857855 6.96477499646166
44 0.06877704223043679 4.777742533948821 4.305973744800121
45 1.8186408041575641 9.83188892881608 9.354429903369777
46 0.5175599632000338 5.948195863121625 5.600737914745937
47 1.325044568707964 7.520439978726522 7.930376780538088
48 0.6234221521788219 6.5716636120045155 5.90615633161803
49 1.0401360423556216 6.419482595670725 7.108399529630033
50 1.0934205586865593 7.573690222959813 7.262128380115554
51 0.3697089110510541 6.204354546058151 5.174179247144017
52 1.9391692555291171 9.322239604022007 9.702161318722625
53 1.550265646722229 8.3676480753653 8.580152359117196
54 1.8789978831283782 9.686819331928955 9.528563498037686
55 1.7896547008552977 9.117226275507795 9.270803352027228
56 1.1957999576221703 6.812068157333445 7.557498750262502
57 1.8437484700462337 9.565526897541716 9.426866942892994
58 0.176985004103839 3.9998031554484643 4.618159849462592
59 0.3919657248382904 5.412693389832461 5.238391416730617
60 0.09045457782107613 3.811651616346327 4.3685146639483925
61 0.6506606615265287 6.726949187088356 5.984740975324946
62 0.777354579378964 5.940437091968773 6.350260111015283
63 0.5426980635477918 5.467063432540538 5.673262759409053
64 1.6574750183038587 9.37918366359641 8.889457474174606
65 0.7135066533871786 5.525087801944558 6.1660552247845155
66 0.5618690193747615 5.799337025426349 5.728572053833063
67 1.085392166316497 7.909747876090704 7.238966012972516
68 0.2818484499495253 4.0418037325679625 4.920696835773723
69 1.6043939615080793 8.90549881379039 8.736315615982791
70 0.14910128735954165 4.5772452592028365 4.537713745837627
71 1.9737738732010346 10.31223305549176 9.801997602553284
72 1.5444895385933148 8.014993260340905 8.563487959699113
73 0.3974313630683448 4.5320657826628965 5.2541600928889505
74 0.011044234247204798 4.294103485550063 4.139411320709756
75 1.6309228569096683 9.041260907345597 8.81285298322486
76 1.4137146876952342 8.36639048825864 8.186195100810858
77 1.4580143360819746 8.547267112994412 8.314002097896282
78 1.5425406933718915 8.28760971932643 8.557865430748999
79 0.14808930346818072 4.560394758985043 4.5347941149384265
80 0.7169314570885452 6.297330607914976 6.175935977626105
81 0.23173811905025943 4.338038648137594 4.776125690213364
82 1.726206851751187 10.11150781082594 9.08775271029905
83 1.2465962536551158 7.976705221421241 7.704048944123097
84 0.6617960497052984 5.389736400514571 6.0168672015217
85 0.12711670057204727 4.709626906033057 4.474286966578708
86 0.6219646434313244 5.378553095180313 5.901951336250637
87 0.6503666440534941 6.344642234031708 5.9838927182464445
88 1.4592123566761281 8.956934859532087 8.31745845523006
89 1.2751149427104262 7.415003668955423 7.786326978863959
90 1.774425485152653 9.80496452008012 9.226866201331834
91 0.9444298503238986 7.039680014439945 6.832281739726384
92 0.2391884918766034 5.128595555627054 4.797620438202987
93 1.42648957444599 9.227865214664945 8.223051373336244
94 1.5215700972337949 8.442016233699949 8.497364071999986
95 1.1225543951389925 6.9907951032382325 7.346181149971801
96 1.541934359909122 8.181045864914603 8.556116124333911
97 0.9875911927287815 6.554868435703625 6.9568046595199196
98 1.0454656587639881 7.0978461215849125 7.123775775121281
99 0.8550820367170993 6.73582209755962 6.5745082320555825
100 0.05083825348819038 4.290860160129581 4.254219322271057
101 0.2157828539866089 5.060940186477839 4.730093845949392