hotsixman/fumen-measure-analyze
1
0
Fork 0
Code Issues Pull Requests Actions Packages Projects Releases Wiki Activity

xgboost

Browse Source
This commit is contained in:
hotsixman
2026-04-25 02:32:22 +09:00
parent 52aaa4d1f6
commit 8a8c0c9713
38 changed files with 1033 additions and 38 deletions
Download Patch File Download Diff File Expand all files Collapse all files

201
.old/test/validate_result_1.csv Normal file
View File

@@ -0,0 +1,201 @@
songno,diff,상수,predicted_measure,error
828,oni,4.1,4.206385,0.10638513565063512
63,oni,6.1,4.832204,1.2677961349487301
1216,oni,10.0,9.5192,0.48079967498779297
243,oni,11.0,9.915412,1.0845880508422852
999,oni,10.8,9.808392,0.9916084289550788
32,oni,6.8,6.970789,0.17078895568847674
1012,oni,9.7,9.215172,0.48482818603515554
959,oni,7.0,7.0853252,0.08532524108886719
224,oni,6.8,7.196848,0.39684791564941424
349,oni,6.8,6.479022,0.3209779739379881
397,oni,7.9,7.942276,0.042276000976562145
539,oni,6.0,5.876666,0.12333393096923828
1100,oni,3.9,3.809228,0.09077205657958975
1269,oni,3.2,2.7388601,0.4611398696899416
1214,oni,6.0,6.4056187,0.40561866760253906
161,oni,3.0,2.962341,0.0376589298248291
193,oni,4.4,4.2237315,0.1762684822082523
1002,oni,4.9,4.9559927,0.05599269866943324
117,oni,8.0,8.2179575,0.2179574966430664
625,oni,5.5,5.444084,0.05591583251953125
567,oni,7.1,7.0908155,0.009184455871581676
122,oni,1.9,2.9562376,1.056237554550171
519,oni,7.3,7.4535465,0.15354652404785174
559,oni,5.4,5.4344945,0.03449449539184535
417,oni,3.3,3.3136492,0.013649177551269709
60,oni,7.9,7.9494324,0.049432373046874645
629,oni,7.3,6.906698,0.3933017730712889
990,oni,10.9,9.670632,1.2293676376342777
91,oni,3.8,3.716854,0.08314590454101545
604,oni,1.0,1.1668034,0.16680335998535156
166,oni,6.0,5.829277,0.17072296142578125
388,oni,9.0,9.137562,0.13756179809570312
1073,oni,2.3,2.394328,0.09432811737060565
1175,oni,4.5,4.54766,0.047659873962402344
1208,oni,4.3,4.2226963,0.07730369567871076
367,oni,5.8,6.021642,0.2216422080993654
223,oni,8.1,7.3584685,0.7415314674377438
308,oni,5.2,4.990783,0.20921678543090838
613,oni,3.0,2.9797726,0.020227432250976562
1402,oni,5.8,5.8168125,0.01681251525878924
1335,oni,4.0,3.8683329,0.1316671371459961
882,oni,1.9,1.8341815,0.06581845283508292
933,oni,7.1,7.331907,0.23190679550170934
1422,oni,5.6,5.7453094,0.14530935287475621
430,oni,1.5,1.7298045,0.22980451583862305
454,oni,7.7,7.780956,0.0809557914733885
887,oni,7.2,7.051265,0.1487352371215822
894,oni,1.7,1.6517099,0.04829008579254146
719,oni,9.9,9.321081,0.5789188385009769
660,oni,6.6,6.25142,0.34857997894287074
560,oni,6.0,5.845188,0.15481185913085938
1421,oni,8.1,8.032013,0.06798706054687464
434,oni,4.1,4.1712093,0.07120933532714879
1356,oni,9.4,9.225898,0.1741022109985355
262,oni,6.8,6.8975925,0.09759254455566424
918,oni,6.4,6.2478523,0.15214767456054723
1240,oni,4.2,4.3363075,0.13630752563476545
1164,oni,5.4,5.845188,0.44518814086914027
962,oni,2.6,3.1786516,0.5786515712738036
304,oni,5.6,5.4814534,0.11854658126831019
1255,oni,10.4,9.691372,0.708628082275391
126,oni,4.6,4.485203,0.11479721069335902
842,oni,2.1,1.9751469,0.12485311031341562
930,oni,7.1,7.913493,0.8134931564331058
775,oni,10.6,9.802061,0.7979389190673825
1359,oni,2.2,2.4671395,0.26713948249816877
1219,oni,4.4,4.62963,0.229630088806152
42,oni,1.1,2.9574435,1.8574434757232665
993,oni,10.0,9.799214,0.20078563690185547
1059,oni,5.6,5.5380435,0.06195650100707972
504,oni,6.1,5.845188,0.254811859130859
1282,oni,3.8,4.334233,0.534232807159424
1285,oni,2.4,2.4647148,0.06471476554870614
720,oni,9.6,9.387812,0.21218833923339808
66,oni,5.9,5.845188,0.05481185913085973
1377,oni,4.9,4.9466968,0.04669675827026332
74,oni,4.5,4.536579,0.036579132080078125
85,oni,7.4,7.427013,0.027012920379638317
51,oni,3.2,2.998054,0.20194597244262713
487,oni,3.5,3.6010914,0.10109138488769531
137,oni,6.1,6.0426464,0.05735359191894496
649,oni,7.6,7.212104,0.3878961563110348
1295,oni,1.3,1.133282,0.16671805381774907
257,oni,6.3,6.122114,0.17788581848144513
1015,oni,8.7,8.804349,0.10434894561767649
127,oni,5.9,5.9468956,0.04689559936523402
927,oni,8.9,8.5859165,0.3140834808349613
654,oni,4.5,4.328125,0.171875
96,oni,8.8,8.476414,0.3235862731933601
366,oni,1.5,2.3543668,0.8543667793273926
98,oni,3.1,3.4718246,0.37182464599609366
1319,oni,8.8,8.910327,0.11032695770263601
1330,oni,1.6,2.3295865,0.7295865058898925
1369,oni,11.8,11.984631,0.18463058471679616
273,oni,3.3,3.53368,0.2336799621582033
465,oni,6.9,6.837492,0.06250801086425817
1107,oni,6.5,6.6370926,0.13709259033203125
431,oni,7.6,7.6814866,0.08148660659790075
568,oni,7.5,7.328082,0.17191791534423828
738,oni,7.9,7.6613083,0.2386917114257816
307,oni,4.1,3.9636607,0.1363392829895016
1280,oni,3.9,4.2937455,0.393745517730713
1457,oni,5.4,5.485291,0.08529100418090785
1314,oni,4.4,4.248893,0.151107215881348
1109,oni,6.8,6.6508837,0.1491163253784178
1233,oni,4.1,3.903399,0.19660100936889613
1234,oni,6.6,6.50439,0.09561023712158168
1366,oni,4.7,4.8216677,0.1216676712036131
115,oni,2.3,2.2282612,0.07173876762390119
947,oni,5.2,5.7635384,0.563538360595703
261,oni,7.4,7.6588984,0.2588983535766598
458,oni,6.3,6.2306204,0.06937961578369123
319,oni,4.4,4.567095,0.16709480285644496
1349,oni,6.3,5.845188,0.4548118591308592
730,oni,5.1,4.697263,0.40273723602294886
226,oni,6.7,6.548712,0.15128822326660174
998,oni,5.0,5.098602,0.0986018180847168
816,oni,8.2,8.676427,0.47642688751220774
1034,oni,5.9,5.8499846,0.050015354156494496
1049,oni,9.5,9.412386,0.08761405944824219
12,oni,7.5,7.4275417,0.07245826721191406
1407,oni,2.8,2.7094536,0.09054641723632795
432,oni,6.6,6.7569847,0.15698471069335973
406,oni,7.7,7.693886,0.006114196777343928
68,oni,9.2,8.833591,0.36640853881835866
1000,oni,8.0,8.003995,0.003994941711425781
757,oni,10.5,10.120777,0.3792228698730469
274,oni,4.3,4.3155355,0.015535545349121271
1077,oni,3.9,3.902987,0.0029870033264161044
447,oni,4.0,4.0462713,0.046271324157714844
577,oni,9.8,9.342824,0.4571760177612312
518,oni,11.4,11.650173,0.250173187255859
1147,oni,9.1,8.942031,0.15796909332275355
614,oni,6.4,5.970553,0.42944707870483434
148,oni,9.7,9.349513,0.3504869461059563
739,oni,7.1,7.3886776,0.2886775970458988
335,oni,9.4,9.030155,0.36984481811523473
220,oni,9.3,9.154587,0.1454132080078132
566,oni,7.6,7.663207,0.06320705413818395
110,oni,10.9,10.075016,0.8249839782714847
694,oni,3.5,4.001005,0.5010051727294922
1351,oni,9.3,9.762559,0.4625589370727532
256,oni,4.9,4.7010565,0.1989435195922855
822,oni,7.2,7.1134377,0.08656234741210955
1136,oni,2.7,3.2574682,0.5574682235717772
898,oni,3.8,4.029142,0.22914190292358416
167,oni,7.1,7.137214,0.0372141838073734
352,oni,2.5,2.549781,0.049781084060668945
675,oni,5.2,5.875123,0.6751230239868162
483,oni,7.1,7.3588047,0.2588047027587894
626,oni,6.3,6.4142413,0.11424131393432635
1036,oni,6.5,6.2653823,0.2346177101135254
672,oni,2.4,2.623148,0.22314796447753915
1252,oni,4.9,5.0239687,0.12396869659423793
639,oni,7.0,6.931817,0.06818294525146484
610,oni,6.0,5.80618,0.19381999969482422
350,oni,5.5,5.536312,0.036312103271484375
906,oni,9.1,9.289001,0.18900146484375036
1048,oni,9.4,9.316141,0.08385887145996129
310,oni,6.2,6.251908,0.051907825469970525
415,oni,1.8,2.84784,1.0478400707244873
1354,oni,7.0,7.4809437,0.4809436798095703
831,oni,1.2,1.2000558,5.5837631225630346e-05
322,oni,7.0,7.011821,0.011820793151855469
1196,oni,6.6,6.2691593,0.3308406829833981
482,oni,1.8,1.6762199,0.12378005981445317
687,oni,4.3,4.1856074,0.11439256668090803
1080,oni,8.0,8.098514,0.09851360321044922
391,oni,7.4,6.5624576,0.8375424385070804
402,oni,6.5,6.452997,0.04700279235839844
1218,oni,1.4,1.6566312,0.2566312313079835
1110,oni,1.7,2.0302389,0.3302388668060303
1304,oni,4.7,4.2533813,0.4466187477111818
340,oni,5.2,5.115123,0.08487720489501971
1124,oni,2.8,2.4958134,0.30418663024902326
1451,oni,5.1,5.1919827,0.09198274612426793
1322,oni,7.9,7.850716,0.0492838859558109
1382,oni,3.2,3.5220692,0.32206921577453596
819,oni,8.6,8.7340145,0.1340145111083988
1174,oni,6.2,6.517852,0.3178518295288084
1256,oni,6.2,6.084713,0.1152870178222658
321,oni,6.3,6.2436576,0.05634241104125959
1424,oni,6.4,6.2954216,0.10457839965820348
26,oni,4.1,5.500279,1.4002789497375492
43,oni,8.1,8.08124,0.018760299682616832
480,oni,3.2,3.3859277,0.18592767715454084
13,oni,7.2,7.3293734,0.1293733596801756
968,oni,7.0,6.966305,0.033695220947265625
558,oni,8.5,8.246681,0.25331878662109375
795,oni,2.6,2.3113527,0.2886472702026368
469,oni,4.5,4.6131096,0.11310958862304688
593,oni,10.6,9.9727,0.627299880981445
551,oni,4.5,4.616651,0.11665105819702148
797,oni,8.8,7.9628973,0.8371026992797859
1133,oni,5.7,5.578541,0.12145919799804705
929,oni,8.3,8.203068,0.09693222045898509
1232,oni,7.2,6.9321103,0.2678896903991701
686,oni,8.7,8.237562,0.4624378204345696
732,oni,2.4,2.3426375,0.0573624610900878
651,oni,7.1,6.437669,0.6623311996459957
1 songno diff 상수 predicted_measure error
2 828 oni 4.1 4.206385 0.10638513565063512
3 63 oni 6.1 4.832204 1.2677961349487301
4 1216 oni 10.0 9.5192 0.48079967498779297
5 243 oni 11.0 9.915412 1.0845880508422852
6 999 oni 10.8 9.808392 0.9916084289550788
7 32 oni 6.8 6.970789 0.17078895568847674
8 1012 oni 9.7 9.215172 0.48482818603515554
9 959 oni 7.0 7.0853252 0.08532524108886719
10 224 oni 6.8 7.196848 0.39684791564941424
11 349 oni 6.8 6.479022 0.3209779739379881
12 397 oni 7.9 7.942276 0.042276000976562145
13 539 oni 6.0 5.876666 0.12333393096923828
14 1100 oni 3.9 3.809228 0.09077205657958975
15 1269 oni 3.2 2.7388601 0.4611398696899416
16 1214 oni 6.0 6.4056187 0.40561866760253906
17 161 oni 3.0 2.962341 0.0376589298248291
18 193 oni 4.4 4.2237315 0.1762684822082523
19 1002 oni 4.9 4.9559927 0.05599269866943324
20 117 oni 8.0 8.2179575 0.2179574966430664
21 625 oni 5.5 5.444084 0.05591583251953125
22 567 oni 7.1 7.0908155 0.009184455871581676
23 122 oni 1.9 2.9562376 1.056237554550171
24 519 oni 7.3 7.4535465 0.15354652404785174
25 559 oni 5.4 5.4344945 0.03449449539184535
26 417 oni 3.3 3.3136492 0.013649177551269709
27 60 oni 7.9 7.9494324 0.049432373046874645
28 629 oni 7.3 6.906698 0.3933017730712889
29 990 oni 10.9 9.670632 1.2293676376342777
30 91 oni 3.8 3.716854 0.08314590454101545
31 604 oni 1.0 1.1668034 0.16680335998535156
32 166 oni 6.0 5.829277 0.17072296142578125
33 388 oni 9.0 9.137562 0.13756179809570312
34 1073 oni 2.3 2.394328 0.09432811737060565
35 1175 oni 4.5 4.54766 0.047659873962402344
36 1208 oni 4.3 4.2226963 0.07730369567871076
37 367 oni 5.8 6.021642 0.2216422080993654
38 223 oni 8.1 7.3584685 0.7415314674377438
39 308 oni 5.2 4.990783 0.20921678543090838
40 613 oni 3.0 2.9797726 0.020227432250976562
41 1402 oni 5.8 5.8168125 0.01681251525878924
42 1335 oni 4.0 3.8683329 0.1316671371459961
43 882 oni 1.9 1.8341815 0.06581845283508292
44 933 oni 7.1 7.331907 0.23190679550170934
45 1422 oni 5.6 5.7453094 0.14530935287475621
46 430 oni 1.5 1.7298045 0.22980451583862305
47 454 oni 7.7 7.780956 0.0809557914733885
48 887 oni 7.2 7.051265 0.1487352371215822
49 894 oni 1.7 1.6517099 0.04829008579254146
50 719 oni 9.9 9.321081 0.5789188385009769
51 660 oni 6.6 6.25142 0.34857997894287074
52 560 oni 6.0 5.845188 0.15481185913085938
53 1421 oni 8.1 8.032013 0.06798706054687464
54 434 oni 4.1 4.1712093 0.07120933532714879
55 1356 oni 9.4 9.225898 0.1741022109985355
56 262 oni 6.8 6.8975925 0.09759254455566424
57 918 oni 6.4 6.2478523 0.15214767456054723
58 1240 oni 4.2 4.3363075 0.13630752563476545
59 1164 oni 5.4 5.845188 0.44518814086914027
60 962 oni 2.6 3.1786516 0.5786515712738036
61 304 oni 5.6 5.4814534 0.11854658126831019
62 1255 oni 10.4 9.691372 0.708628082275391
63 126 oni 4.6 4.485203 0.11479721069335902
64 842 oni 2.1 1.9751469 0.12485311031341562
65 930 oni 7.1 7.913493 0.8134931564331058
66 775 oni 10.6 9.802061 0.7979389190673825
67 1359 oni 2.2 2.4671395 0.26713948249816877
68 1219 oni 4.4 4.62963 0.229630088806152
69 42 oni 1.1 2.9574435 1.8574434757232665
70 993 oni 10.0 9.799214 0.20078563690185547
71 1059 oni 5.6 5.5380435 0.06195650100707972
72 504 oni 6.1 5.845188 0.254811859130859
73 1282 oni 3.8 4.334233 0.534232807159424
74 1285 oni 2.4 2.4647148 0.06471476554870614
75 720 oni 9.6 9.387812 0.21218833923339808
76 66 oni 5.9 5.845188 0.05481185913085973
77 1377 oni 4.9 4.9466968 0.04669675827026332
78 74 oni 4.5 4.536579 0.036579132080078125
79 85 oni 7.4 7.427013 0.027012920379638317
80 51 oni 3.2 2.998054 0.20194597244262713
81 487 oni 3.5 3.6010914 0.10109138488769531
82 137 oni 6.1 6.0426464 0.05735359191894496
83 649 oni 7.6 7.212104 0.3878961563110348
84 1295 oni 1.3 1.133282 0.16671805381774907
85 257 oni 6.3 6.122114 0.17788581848144513
86 1015 oni 8.7 8.804349 0.10434894561767649
87 127 oni 5.9 5.9468956 0.04689559936523402
88 927 oni 8.9 8.5859165 0.3140834808349613
89 654 oni 4.5 4.328125 0.171875
90 96 oni 8.8 8.476414 0.3235862731933601
91 366 oni 1.5 2.3543668 0.8543667793273926
92 98 oni 3.1 3.4718246 0.37182464599609366
93 1319 oni 8.8 8.910327 0.11032695770263601
94 1330 oni 1.6 2.3295865 0.7295865058898925
95 1369 oni 11.8 11.984631 0.18463058471679616
96 273 oni 3.3 3.53368 0.2336799621582033
97 465 oni 6.9 6.837492 0.06250801086425817
98 1107 oni 6.5 6.6370926 0.13709259033203125
99 431 oni 7.6 7.6814866 0.08148660659790075
100 568 oni 7.5 7.328082 0.17191791534423828
101 738 oni 7.9 7.6613083 0.2386917114257816
102 307 oni 4.1 3.9636607 0.1363392829895016
103 1280 oni 3.9 4.2937455 0.393745517730713
104 1457 oni 5.4 5.485291 0.08529100418090785
105 1314 oni 4.4 4.248893 0.151107215881348
106 1109 oni 6.8 6.6508837 0.1491163253784178
107 1233 oni 4.1 3.903399 0.19660100936889613
108 1234 oni 6.6 6.50439 0.09561023712158168
109 1366 oni 4.7 4.8216677 0.1216676712036131
110 115 oni 2.3 2.2282612 0.07173876762390119
111 947 oni 5.2 5.7635384 0.563538360595703
112 261 oni 7.4 7.6588984 0.2588983535766598
113 458 oni 6.3 6.2306204 0.06937961578369123
114 319 oni 4.4 4.567095 0.16709480285644496
115 1349 oni 6.3 5.845188 0.4548118591308592
116 730 oni 5.1 4.697263 0.40273723602294886
117 226 oni 6.7 6.548712 0.15128822326660174
118 998 oni 5.0 5.098602 0.0986018180847168
119 816 oni 8.2 8.676427 0.47642688751220774
120 1034 oni 5.9 5.8499846 0.050015354156494496
121 1049 oni 9.5 9.412386 0.08761405944824219
122 12 oni 7.5 7.4275417 0.07245826721191406
123 1407 oni 2.8 2.7094536 0.09054641723632795
124 432 oni 6.6 6.7569847 0.15698471069335973
125 406 oni 7.7 7.693886 0.006114196777343928
126 68 oni 9.2 8.833591 0.36640853881835866
127 1000 oni 8.0 8.003995 0.003994941711425781
128 757 oni 10.5 10.120777 0.3792228698730469
129 274 oni 4.3 4.3155355 0.015535545349121271
130 1077 oni 3.9 3.902987 0.0029870033264161044
131 447 oni 4.0 4.0462713 0.046271324157714844
132 577 oni 9.8 9.342824 0.4571760177612312
133 518 oni 11.4 11.650173 0.250173187255859
134 1147 oni 9.1 8.942031 0.15796909332275355
135 614 oni 6.4 5.970553 0.42944707870483434
136 148 oni 9.7 9.349513 0.3504869461059563
137 739 oni 7.1 7.3886776 0.2886775970458988
138 335 oni 9.4 9.030155 0.36984481811523473
139 220 oni 9.3 9.154587 0.1454132080078132
140 566 oni 7.6 7.663207 0.06320705413818395
141 110 oni 10.9 10.075016 0.8249839782714847
142 694 oni 3.5 4.001005 0.5010051727294922
143 1351 oni 9.3 9.762559 0.4625589370727532
144 256 oni 4.9 4.7010565 0.1989435195922855
145 822 oni 7.2 7.1134377 0.08656234741210955
146 1136 oni 2.7 3.2574682 0.5574682235717772
147 898 oni 3.8 4.029142 0.22914190292358416
148 167 oni 7.1 7.137214 0.0372141838073734
149 352 oni 2.5 2.549781 0.049781084060668945
150 675 oni 5.2 5.875123 0.6751230239868162
151 483 oni 7.1 7.3588047 0.2588047027587894
152 626 oni 6.3 6.4142413 0.11424131393432635
153 1036 oni 6.5 6.2653823 0.2346177101135254
154 672 oni 2.4 2.623148 0.22314796447753915
155 1252 oni 4.9 5.0239687 0.12396869659423793
156 639 oni 7.0 6.931817 0.06818294525146484
157 610 oni 6.0 5.80618 0.19381999969482422
158 350 oni 5.5 5.536312 0.036312103271484375
159 906 oni 9.1 9.289001 0.18900146484375036
160 1048 oni 9.4 9.316141 0.08385887145996129
161 310 oni 6.2 6.251908 0.051907825469970525
162 415 oni 1.8 2.84784 1.0478400707244873
163 1354 oni 7.0 7.4809437 0.4809436798095703
164 831 oni 1.2 1.2000558 5.5837631225630346e-05
165 322 oni 7.0 7.011821 0.011820793151855469
166 1196 oni 6.6 6.2691593 0.3308406829833981
167 482 oni 1.8 1.6762199 0.12378005981445317
168 687 oni 4.3 4.1856074 0.11439256668090803
169 1080 oni 8.0 8.098514 0.09851360321044922
170 391 oni 7.4 6.5624576 0.8375424385070804
171 402 oni 6.5 6.452997 0.04700279235839844
172 1218 oni 1.4 1.6566312 0.2566312313079835
173 1110 oni 1.7 2.0302389 0.3302388668060303
174 1304 oni 4.7 4.2533813 0.4466187477111818
175 340 oni 5.2 5.115123 0.08487720489501971
176 1124 oni 2.8 2.4958134 0.30418663024902326
177 1451 oni 5.1 5.1919827 0.09198274612426793
178 1322 oni 7.9 7.850716 0.0492838859558109
179 1382 oni 3.2 3.5220692 0.32206921577453596
180 819 oni 8.6 8.7340145 0.1340145111083988
181 1174 oni 6.2 6.517852 0.3178518295288084
182 1256 oni 6.2 6.084713 0.1152870178222658
183 321 oni 6.3 6.2436576 0.05634241104125959
184 1424 oni 6.4 6.2954216 0.10457839965820348
185 26 oni 4.1 5.500279 1.4002789497375492
186 43 oni 8.1 8.08124 0.018760299682616832
187 480 oni 3.2 3.3859277 0.18592767715454084
188 13 oni 7.2 7.3293734 0.1293733596801756
189 968 oni 7.0 6.966305 0.033695220947265625
190 558 oni 8.5 8.246681 0.25331878662109375
191 795 oni 2.6 2.3113527 0.2886472702026368
192 469 oni 4.5 4.6131096 0.11310958862304688
193 593 oni 10.6 9.9727 0.627299880981445
194 551 oni 4.5 4.616651 0.11665105819702148
195 797 oni 8.8 7.9628973 0.8371026992797859
196 1133 oni 5.7 5.578541 0.12145919799804705
197 929 oni 8.3 8.203068 0.09693222045898509
198 1232 oni 7.2 6.9321103 0.2678896903991701
199 686 oni 8.7 8.237562 0.4624378204345696
200 732 oni 2.4 2.3426375 0.0573624610900878
201 651 oni 7.1 6.437669 0.6623311996459957