📥 Chargement des données

df_r2 <- read_excel("Tableau_R2_brut_filtré_par_fabrication.xlsx")

📋 Tableau R² brut vs filtré par fabrication

knitr::kable(df_r2, caption = "Tableau des R² brut vs filtré pour chaque fabrication", digits = 4)
Tableau des R² brut vs filtré pour chaque fabrication
Fabrication Recette R2_brut R2_filtré Gain_R2 Nb_points_brut Nb_points_filtrés
2025-02-19 | M416 | 8 M416 0.0008 1.0000 0.9992 273 6
2025-03-02 | CL52 | 7 CL52 0.0021 0.9989 0.9968 608 12
2025-02-05 | O219 | 11 O219 0.0032 1.0000 0.9968 351 15
2025-03-05 | VO14 | 7 VO14 0.0000 0.9969 0.9968 726 24
2025-03-05 | M460 | 6 M460 0.0034 0.9994 0.9959 256 17
2025-02-17 | VO14 | 9 VO14 0.0000 0.9959 0.9959 648 19
2025-02-14 | O321 | 13 O321 0.0015 0.9970 0.9956 266 28
2025-02-25 | O219 | 7 O219 0.0020 0.9958 0.9938 324 9
2025-03-12 | M419 | 7 M419 0.0004 0.9928 0.9924 921 13
2025-02-24 | M454 | 11 M454 0.0019 0.9936 0.9917 138 13
2025-02-04 | M814 | 8 M814 0.0032 0.9947 0.9915 456 11
2025-02-15 | M814 | 12 M814 0.0096 0.9993 0.9897 393 9
2025-02-02 | CL52 | 10 CL52 0.0032 0.9920 0.9888 880 22
2025-02-10 | VO18 | 6 VO18 0.0032 0.9908 0.9877 291 16
2025-02-06 | VO14 | 6 VO14 0.0083 0.9923 0.9840 387 15
2025-02-21 | M814 | 8 M814 0.0079 0.9907 0.9828 540 16
2025-03-12 | CL52 | 7 CL52 0.0028 0.9849 0.9820 637 46
2025-03-11 | O219 | 9 O219 0.0059 0.9828 0.9770 375 28
2025-02-23 | VO14 | 9 VO14 0.0084 0.9847 0.9763 300 12
2025-02-26 | O254 | 6 O254 0.0155 0.9907 0.9753 306 14
2025-02-18 | VO14 | 6 VO14 0.0179 0.9928 0.9750 639 15
2025-02-11 | CL52 | 12 CL52 0.0090 0.9826 0.9736 768 16
2025-03-04 | VO16 | 6 VO16 0.0250 0.9980 0.9730 408 9
2025-02-26 | VO14 | 13 VO14 0.0084 0.9800 0.9716 726 21
2025-03-02 | VO18 | 13 VO18 0.0030 0.9723 0.9692 393 16
2025-02-05 | CL52 | 8 CL52 0.0085 0.9773 0.9688 816 16
2025-02-12 | CL52 | 10 CL52 0.0028 0.9714 0.9686 784 17
2025-02-08 | M457 | 9 M457 0.0234 0.9916 0.9682 891 58
2025-02-12 | O254 | 11 O254 0.0158 0.9804 0.9646 345 10
2025-02-04 | M419 | 7 M419 0.0365 0.9988 0.9623 237 9
2025-02-10 | M457 | 11 M457 0.0364 0.9967 0.9603 627 25
2025-02-16 | CL52 | 13 CL52 0.0371 0.9972 0.9601 720 37
2025-03-08 | CL52 | 10 CL52 0.0114 0.9644 0.9531 605 18
2025-01-31 | M416 | 13 M416 0.0018 0.9511 0.9493 609 13
2025-02-21 | M420 | 13 M420 0.0256 0.9718 0.9462 894 16
2025-01-31 | VO14 | 6 VO14 0.0130 0.9577 0.9447 399 15
2025-02-06 | M454 | 9 M454 0.0004 0.9443 0.9439 138 9
2025-02-05 | M460 | 13 M460 0.0538 0.9977 0.9439 288 13
2025-03-12 | M457 | 11 M457 0.0015 0.9453 0.9438 696 13
2025-02-04 | O254 | 11 O254 0.0116 0.9553 0.9437 321 44
2025-02-21 | M457 | 10 M457 0.0551 0.9982 0.9431 897 33
2025-02-27 | M420 | 9 M420 0.0304 0.9734 0.9431 896 21
2025-03-12 | VO14 | 6 VO14 0.0004 0.9426 0.9422 711 11
2025-03-12 | O254 | 10 O254 0.0311 0.9718 0.9407 324 42
2025-02-16 | M814 | 7 M814 0.0210 0.9612 0.9402 402 11
2025-02-20 | VO14 | 7 VO14 0.0149 0.9550 0.9400 720 22
2025-01-31 | M457 | 9 M457 0.0040 0.9438 0.9398 846 14
2025-03-08 | O219 | 6 O219 0.0518 0.9886 0.9369 324 24
2025-02-06 | CL52 | 9 CL52 0.0389 0.9745 0.9357 832 10
2025-02-19 | CL52 | 10 CL52 0.0654 0.9992 0.9338 720 48
2025-02-03 | O321 | 8 O321 0.0090 0.9422 0.9332 270 29
2025-02-01 | M814 | 12 M814 0.0410 0.9635 0.9226 420 12
2025-03-03 | VO14 | 6 VO14 0.0396 0.9621 0.9225 729 18
2025-02-19 | M454 | 12 M454 0.0691 0.9869 0.9178 54 9
2025-03-04 | O219 | 8 O219 0.0022 0.9140 0.9119 303 19
2025-02-04 | M457 | 10 M457 0.0762 0.9877 0.9115 540 10
2025-03-10 | M457 | 9 M457 0.0860 0.9972 0.9111 864 13
2025-02-03 | CL45 | 13 CL45 0.0143 0.9252 0.9109 848 54
2025-02-26 | M457 | 9 M457 0.0468 0.9564 0.9096 634 21
2025-02-07 | O254 | 13 O254 0.0346 0.9420 0.9073 315 11
2025-02-02 | M419 | 9 M419 0.0006 0.9037 0.9031 471 16
2025-02-17 | M420 | 10 M420 0.0002 0.8989 0.8988 897 19
2025-02-25 | M460 | 10 M460 0.0339 0.9325 0.8986 304 20
2025-02-25 | M457 | 12 M457 0.0900 0.9839 0.8939 888 49
2025-02-11 | M460 | 9 M460 0.0166 0.9086 0.8920 304 15
2025-02-09 | O321 | 10 O321 0.1080 1.0000 0.8920 270 5
2025-03-06 | O254 | 12 O254 0.0077 0.8985 0.8908 270 13
2025-03-09 | VO14 | 12 VO14 0.1136 0.9976 0.8840 702 44
2025-03-01 | M457 | 9 M457 0.1032 0.9867 0.8836 510 41
2025-02-04 | CL52 | 13 CL52 0.0574 0.9375 0.8801 880 68
2025-03-11 | M457 | 10 M457 0.0201 0.8891 0.8690 712 23
2025-02-26 | M419 | 6 M419 0.0015 0.8676 0.8661 432 14
2025-02-14 | M457 | 7 M457 0.0007 0.8660 0.8653 864 26
2025-02-07 | M457 | 11 M457 0.0443 0.9074 0.8631 354 12
2025-02-25 | CL52 | 13 CL52 0.0083 0.8697 0.8614 608 27
2025-02-05 | M419 | 7 M419 0.0097 0.8631 0.8534 987 27
2025-02-02 | M814 | 13 M814 0.0290 0.8824 0.8534 810 31
2025-03-10 | O254 | 7 O254 0.0027 0.8558 0.8531 324 58
2025-02-07 | VO14 | 6 VO14 0.1546 1.0000 0.8454 372 6
2025-02-24 | CL45 | 12 CL45 0.0173 0.8609 0.8436 592 18
2025-02-24 | O254 | 10 O254 0.0007 0.8359 0.8351 306 16
2025-02-23 | VO14 | 7 VO14 0.1245 0.9571 0.8326 738 60
2025-01-31 | O219 | 7 O219 0.1150 0.9474 0.8324 396 39
2025-03-05 | CL45 | 12 CL45 0.1606 0.9870 0.8264 258 15
2025-02-09 | VO18 | 7 VO18 0.0327 0.8586 0.8258 291 23
2025-02-27 | M460 | 6 M460 0.0091 0.8333 0.8243 256 39
2025-02-03 | M457 | 7 M457 0.0244 0.8467 0.8223 332 18
2025-02-17 | CL52 | 11 CL52 0.1448 0.9660 0.8213 704 40
2025-02-26 | M457 | 10 M457 0.1054 0.9256 0.8202 678 16
2025-02-18 | O254 | 7 O254 0.1035 0.9227 0.8193 381 23
2025-03-13 | VO14 | 6 VO14 0.0351 0.8388 0.8037 387 19
2025-03-11 | VO14 | 6 VO14 0.0019 0.8019 0.8000 384 20
2025-03-04 | M457 | 13 M457 0.2005 1.0000 0.7995 709 16
2025-02-03 | VO14 | 6 VO14 0.0096 0.8069 0.7972 387 11
2025-03-09 | M457 | 9 M457 0.0054 0.7996 0.7942 325 8
2025-02-15 | CL52 | 8 CL52 0.2147 1.0000 0.7853 239 32
2025-02-09 | VO14 | 13 VO14 0.0528 0.8371 0.7843 405 25
2025-02-24 | M457 | 6 M457 0.0705 0.8539 0.7834 651 27
2025-02-17 | O321 | 6 O321 0.0307 0.8121 0.7814 270 8
2025-02-28 | O321 | 10 O321 0.0005 0.7817 0.7812 108 15
2025-03-05 | M419 | 9 M419 0.0050 0.7855 0.7805 486 20
2025-02-10 | CL45 | 11 CL45 0.2096 0.9876 0.7780 785 45
2025-02-23 | M420 | 12 M420 0.0403 0.8168 0.7765 888 31
2025-02-26 | M816 | 7 M816 0.0854 0.8591 0.7736 543 14
2025-03-11 | M420 | 8 M420 0.0380 0.8104 0.7725 795 17
2025-02-26 | CL45 | 10 CL45 0.2241 0.9900 0.7660 640 44
2025-02-21 | O254 | 7 O254 0.0270 0.7923 0.7653 414 43
2025-02-13 | M460 | 11 M460 0.0981 0.8633 0.7652 288 42
2025-02-21 | CL52 | 12 CL52 0.0902 0.8547 0.7645 714 20
2025-02-18 | M419 | 8 M419 0.0955 0.8556 0.7600 900 23
2025-03-02 | M457 | 13 M457 0.0001 0.7581 0.7580 528 39
2025-02-17 | M455 | 8 M455 0.0994 0.8560 0.7566 813 13
2025-01-30 | M460 | 6 M460 0.2471 0.9956 0.7485 288 22
2025-02-19 | M457 | 6 M457 0.0589 0.8013 0.7424 777 28
2025-02-20 | CL52 | 12 CL52 0.0442 0.7821 0.7379 720 21
2025-03-09 | VO18 | 6 VO18 0.0015 0.7386 0.7371 285 18
2025-02-07 | M420 | 8 M420 0.0819 0.7985 0.7167 888 16
2025-01-31 | O321 | 10 O321 0.0090 0.7241 0.7151 270 27
2025-03-09 | M419 | 11 M419 0.0603 0.7729 0.7127 906 24
2025-02-09 | O219 | 8 O219 0.1463 0.8588 0.7125 360 82
2025-02-01 | O254 | 7 O254 0.0000 0.7110 0.7110 255 19
2025-02-13 | M419 | 8 M419 0.0188 0.7245 0.7057 903 24
2025-02-02 | M480 | 11 M480 0.0076 0.7094 0.7018 348 15
2025-02-24 | M814 | 7 M814 0.0676 0.7689 0.7012 492 10
2025-02-14 | O254 | 6 O254 0.0453 0.7461 0.7009 306 24
2025-03-06 | CL52 | 10 CL52 0.1562 0.8569 0.7007 621 50
2025-02-11 | M420 | 10 M420 0.0365 0.7363 0.6998 897 25
2025-02-12 | M457 | 9 M457 0.0157 0.7139 0.6981 893 25
2025-02-20 | M457 | 13 M457 0.1991 0.8889 0.6898 759 72
2025-02-07 | O219 | 13 O219 0.0325 0.7215 0.6889 309 7
2025-02-13 | CL52 | 6 CL52 0.0324 0.7208 0.6884 768 23
2025-03-12 | O321 | 12 O321 0.3131 1.0000 0.6869 270 27
2025-02-04 | M457 | 7 M457 0.0613 0.7437 0.6825 798 31
2025-02-09 | M430 | 12 M430 0.1373 0.8132 0.6759 408 12
2025-03-12 | M457 | 8 M457 0.1499 0.8195 0.6696 642 39
2025-02-12 | O219 | 11 O219 0.0598 0.7284 0.6686 309 11
2025-02-28 | VO14 | 9 VO14 0.0129 0.6755 0.6626 387 27
2025-02-05 | O254 | 11 O254 0.0567 0.7186 0.6619 270 13
2025-02-23 | M430 | 13 M430 0.0975 0.7547 0.6572 399 19
2025-02-16 | M419 | 11 M419 0.0198 0.6759 0.6561 903 19
2025-03-01 | M419 | 13 M419 0.0100 0.6607 0.6507 897 17
2025-03-10 | CL52 | 9 CL52 0.2392 0.8895 0.6503 640 58
2025-02-10 | VO14 | 8 VO14 0.0747 0.7245 0.6498 453 36
2025-02-13 | VO14 | 12 VO14 0.0030 0.6521 0.6491 390 16
2025-02-07 | CL52 | 12 CL52 0.0185 0.6663 0.6478 543 8
2025-02-24 | VO14 | 9 VO14 0.0488 0.6852 0.6364 741 33
2025-02-06 | M457 | 11 M457 0.2378 0.8664 0.6285 405 21
2025-02-28 | M416 | 8 M416 0.0278 0.6479 0.6201 303 18
2025-02-21 | M457 | 6 M457 0.0516 0.6685 0.6169 855 29
2025-02-27 | M457 | 13 M457 0.0022 0.6179 0.6157 737 25
2025-02-10 | M418 | 7 M418 0.0056 0.6186 0.6129 297 23
2025-02-16 | VO14 | 9 VO14 0.0930 0.7039 0.6109 336 29
2025-02-19 | O254 | 7 O254 0.0956 0.7025 0.6069 408 26
2025-02-28 | O254 | 11 O254 0.3929 0.9931 0.6002 366 13
2025-02-21 | O321 | 9 O321 0.0081 0.6000 0.5919 270 8
2025-02-03 | M420 | 11 M420 0.2365 0.8138 0.5772 912 52
2025-03-04 | O321 | 11 O321 0.0416 0.6165 0.5749 324 42
2025-02-22 | M457 | 6 M457 0.0602 0.6290 0.5688 768 13
2025-03-10 | M814 | 12 M814 0.0000 0.5677 0.5677 832 21
2025-02-25 | M419 | 6 M419 0.0001 0.5612 0.5611 531 22
2025-02-25 | VO14 | 9 VO14 0.0026 0.5606 0.5579 399 11
2025-02-05 | M457 | 9 M457 0.2373 0.7921 0.5548 591 38
2025-03-12 | M457 | 13 M457 0.0005 0.5523 0.5518 438 10
2025-02-18 | CL45 | 10 CL45 0.2469 0.7975 0.5506 704 33
2025-03-04 | CL52 | 8 CL52 0.4388 0.9882 0.5493 624 22
2025-02-17 | M457 | 12 M457 0.0185 0.5649 0.5464 351 18
2025-02-22 | M457 | 11 M457 0.0104 0.5561 0.5457 787 13
2025-02-11 | VO14 | 8 VO14 0.0009 0.5388 0.5380 450 17
2025-02-06 | O219 | 8 O219 0.0360 0.5739 0.5380 609 37
2025-02-28 | O219 | 11 O219 0.0156 0.5483 0.5326 306 20
2025-03-04 | CL45 | 12 CL45 0.1703 0.7020 0.5318 360 13
2025-02-25 | O321 | 11 O321 0.0387 0.5683 0.5296 270 17
2025-02-23 | CL52 | 8 CL52 0.4684 0.9969 0.5285 720 163
2025-02-10 | M457 | 10 M457 0.0022 0.5270 0.5248 606 25
2025-03-10 | M420 | 8 M420 0.0008 0.5246 0.5237 117 20
2025-02-12 | M420 | 8 M420 0.0202 0.5378 0.5176 456 19
2025-03-11 | M457 | 7 M457 0.0057 0.5166 0.5109 339 6
2025-02-07 | M814 | 12 M814 0.0542 0.5610 0.5069 399 13
2025-02-16 | O219 | 8 O219 0.1198 0.6253 0.5055 360 23
2025-02-09 | CL52 | 6 CL52 0.3226 0.8272 0.5047 848 83
2025-02-22 | M480 | 13 M480 0.1101 0.6144 0.5042 256 16
2025-02-24 | M457 | 11 M457 0.0803 0.5816 0.5014 862 28
2025-03-02 | VO14 | 6 VO14 0.0073 0.5074 0.5001 612 27
2025-02-08 | M420 | 8 M420 0.0168 0.5167 0.4999 894 21
2025-03-13 | M455 | 13 M455 0.0155 0.5113 0.4958 816 25
2025-02-10 | O254 | 13 O254 0.0011 0.4942 0.4931 306 13
2025-02-18 | M814 | 9 M814 0.0004 0.4861 0.4857 432 10
2025-02-27 | VO14 | 12 VO14 0.0006 0.4860 0.4854 693 21
2025-02-08 | M457 | 6 M457 0.0511 0.5303 0.4792 375 20
2025-02-05 | M457 | 10 M457 0.0771 0.5509 0.4737 855 33
2025-02-27 | CL52 | 9 CL52 0.3012 0.7746 0.4734 597 19
2025-03-05 | O254 | 12 O254 0.0018 0.4690 0.4672 54 9
2025-02-19 | M419 | 9 M419 0.0187 0.4821 0.4634 933 31
2025-03-09 | CL52 | 13 CL52 0.0054 0.4623 0.4569 635 40
2025-02-12 | VO14 | 12 VO14 0.0000 0.4546 0.4546 387 13
2025-02-03 | M457 | 12 M457 0.0085 0.4624 0.4539 438 17
2025-02-19 | O321 | 11 O321 0.1463 0.6000 0.4537 270 8
2025-02-13 | M457 | 9 M457 0.0017 0.4552 0.4535 396 13
2025-03-01 | M420 | 6 M420 0.0195 0.4713 0.4518 465 15
2025-02-01 | M457 | 11 M457 0.0002 0.4490 0.4488 858 23
2025-03-01 | M814 | 8 M814 0.0300 0.4699 0.4400 837 34
2025-02-13 | M457 | 7 M457 0.4714 0.9051 0.4337 723 16
2025-02-10 | M816 | 9 M816 0.0026 0.4350 0.4324 387 11
2025-02-15 | M457 | 11 M457 0.2780 0.7098 0.4318 640 39
2025-03-02 | M419 | 10 M419 0.0322 0.4629 0.4306 900 20
2025-02-25 | M416 | 12 M416 0.0004 0.4199 0.4195 291 13
2025-03-11 | O321 | 12 O321 0.2614 0.6767 0.4152 270 11
2025-02-17 | M480 | 12 M480 0.1123 0.5255 0.4133 354 27
2025-02-25 | M457 | 6 M457 0.0463 0.4582 0.4119 228 12
2025-03-02 | O321 | 11 O321 0.2299 0.6366 0.4067 270 23
2025-02-03 | M455 | 12 M455 0.0012 0.4033 0.4021 405 13
2025-02-09 | M419 | 9 M419 0.4815 0.8824 0.4008 906 18
2025-03-11 | CL52 | 8 CL52 0.1995 0.5958 0.3963 640 57
2025-03-01 | CL52 | 7 CL52 0.4149 0.8098 0.3949 640 50
2025-03-11 | M460 | 13 M460 0.0936 0.4877 0.3940 349 25
2025-02-10 | O321 | 10 O321 0.0585 0.4500 0.3915 270 14
2025-02-07 | M457 | 9 M457 0.0530 0.4365 0.3835 732 20
2025-03-11 | M416 | 10 M416 0.1748 0.5573 0.3826 276 22
2025-02-14 | VO14 | 10 VO14 0.0258 0.4079 0.3821 735 21
2025-02-20 | M455 | 12 M455 0.0632 0.4453 0.3821 798 13
2025-02-12 | M419 | 6 M419 0.1282 0.4994 0.3712 888 25
2025-03-06 | M457 | 6 M457 0.0027 0.3739 0.3711 521 16
2025-02-17 | O254 | 7 O254 0.2501 0.6161 0.3660 414 45
2025-02-10 | M814 | 9 M814 0.1767 0.5420 0.3652 423 23
2025-03-02 | M814 | 8 M814 0.0121 0.3723 0.3602 411 16
2025-02-03 | O219 | 9 O219 0.0013 0.3606 0.3593 321 25
2025-02-13 | O219 | 10 O219 0.1212 0.4769 0.3557 309 31
2025-02-18 | M816 | 9 M816 0.2015 0.5551 0.3536 387 28
2025-02-28 | M457 | 12 M457 0.5317 0.8787 0.3470 672 24
2025-03-04 | M457 | 9 M457 0.0000 0.3404 0.3404 711 13
2025-02-01 | O321 | 10 O321 0.0003 0.3397 0.3394 270 5
2025-02-06 | M457 | 10 M457 0.1584 0.4886 0.3302 438 22
2025-02-09 | M420 | 11 M420 0.0776 0.4026 0.3250 897 23
2025-03-09 | M430 | 8 M430 0.0393 0.3624 0.3231 819 15
2025-03-10 | M457 | 7 M457 0.0013 0.3213 0.3200 918 21
2025-02-20 | M457 | 6 M457 0.0001 0.3194 0.3192 696 35
2025-03-10 | VO16 | 13 VO16 0.0028 0.3130 0.3102 291 13
2025-02-03 | O254 | 9 O254 0.0055 0.3086 0.3031 339 16
2025-02-16 | M430 | 10 M430 0.0195 0.3194 0.2999 783 14
2025-01-31 | M457 | 11 M457 0.0079 0.3056 0.2977 837 19
2025-02-07 | M416 | 13 M416 0.0077 0.2894 0.2817 603 13
2025-02-07 | M419 | 10 M419 0.5570 0.8349 0.2779 441 26
2025-02-19 | O219 | 7 O219 0.0854 0.3530 0.2676 636 26
2025-02-17 | M457 | 13 M457 0.0048 0.2715 0.2667 345 13
2025-03-06 | M455 | 9 M455 0.0089 0.2710 0.2621 417 10
2025-03-08 | M457 | 8 M457 0.2979 0.5555 0.2577 177 27
2025-02-05 | VO14 | 6 VO14 0.0032 0.2590 0.2558 429 16
2025-02-04 | VO18 | 9 VO18 0.0193 0.2743 0.2551 291 15
2025-03-05 | M816 | 10 M816 0.0999 0.3476 0.2477 387 18
2025-03-01 | M457 | 12 M457 0.2321 0.4785 0.2464 816 31
2025-03-04 | M455 | 12 M455 0.1939 0.4391 0.2452 804 20
2025-02-25 | VO18 | 8 VO18 0.0004 0.2454 0.2450 294 12
2025-02-27 | O219 | 11 O219 0.0886 0.3329 0.2444 321 17
2025-03-12 | M480 | 13 M480 0.0466 0.2873 0.2407 213 10
2025-03-02 | M457 | 9 M457 0.0139 0.2520 0.2381 546 26
2025-02-18 | M454 | 12 M454 0.0034 0.2407 0.2372 81 7
2025-03-08 | M480 | 8 M480 0.3848 0.6203 0.2355 246 20
2025-02-22 | M455 | 13 M455 0.5585 0.7845 0.2260 399 25
2025-02-19 | M457 | 13 M457 0.3453 0.5704 0.2251 777 18
2025-02-04 | VO14 | 6 VO14 0.0327 0.2541 0.2215 441 32
2025-03-10 | VO14 | 6 VO14 0.0063 0.2269 0.2206 447 20
2025-02-16 | VO18 | 12 VO18 0.3487 0.5635 0.2148 291 39
2025-02-22 | M457 | 10 M457 0.1026 0.3134 0.2107 813 21
2025-03-03 | O254 | 10 O254 0.5990 0.8079 0.2089 342 28
2025-02-24 | M455 | 13 M455 0.4976 0.7064 0.2089 816 22
2025-02-26 | O321 | 11 O321 0.0541 0.2593 0.2051 270 10
2025-02-15 | M420 | 7 M420 0.1432 0.3410 0.1979 897 28
2025-02-18 | M457 | 13 M457 0.0190 0.2130 0.1941 402 32
2025-02-04 | M816 | 8 M816 0.1682 0.3603 0.1921 390 9
2025-02-09 | M480 | 12 M480 0.4141 0.5987 0.1846 396 19
2025-02-23 | O321 | 6 O321 0.4037 0.5714 0.1677 270 9
2025-03-09 | O321 | 10 O321 0.1383 0.3056 0.1672 270 25
2025-02-08 | M457 | 11 M457 0.0009 0.1520 0.1511 846 14
2025-02-20 | M814 | 8 M814 0.0000 0.1458 0.1458 282 7
2025-01-30 | O219 | 7 O219 0.1546 0.2828 0.1282 348 22
2025-02-27 | M816 | 7 M816 0.2907 0.4187 0.1280 279 26
2025-02-14 | M457 | 11 M457 0.1840 0.3094 0.1254 693 68
2025-02-06 | M419 | 7 M419 0.0860 0.1974 0.1114 591 22
2025-03-03 | M460 | 7 M460 0.2850 0.3932 0.1082 272 28
2025-02-09 | M457 | 7 M457 0.0521 0.1564 0.1043 855 13
2025-02-14 | M457 | 9 M457 0.2478 0.3497 0.1018 798 16
2025-02-14 | CL52 | 8 CL52 0.2885 0.3850 0.0965 561 14
2025-03-03 | O321 | 11 O321 0.4573 0.5217 0.0643 216 21
2025-02-07 | O321 | 7 O321 0.4565 0.5000 0.0435 270 6
2025-02-22 | CL52 | 12 CL52 1.0000 1.0000 0.0000 6 6
2025-03-11 | M419 | 7 M419 0.0000 0.0000 0.0000 18 6
2025-03-10 | M430 | 8 M430 0.0000 0.0000 0.0000 21 8
2025-03-08 | M457 | 9 M457 0.0000 0.0000 0.0000 540 19
2025-02-21 | VO14 | 11 VO14 1.0000 1.0000 0.0000 657 657
2025-02-10 | M455 | 12 M455 0.0004 0.0000 -0.0004 810 8
2025-03-11 | M455 | 7 M455 0.0006 0.0000 -0.0006 405 16
2025-02-02 | M430 | 11 M430 0.0007 0.0000 -0.0007 396 5
2025-01-31 | M457 | 8 M457 0.0012 0.0000 -0.0012 837 6
2025-03-08 | M419 | 13 M419 0.0021 0.0000 -0.0021 896 8
2025-02-06 | M455 | 10 M455 0.0035 0.0000 -0.0035 408 5
2025-02-16 | O321 | 6 O321 0.0036 0.0000 -0.0036 270 13
2025-02-28 | M457 | 6 M457 0.0048 0.0000 -0.0048 672 19
2025-03-02 | M430 | 12 M430 0.0052 0.0000 -0.0052 815 18
2025-02-16 | M457 | 12 M457 0.0054 0.0000 -0.0054 570 19
2025-03-06 | M457 | 13 M457 0.0065 0.0000 -0.0065 879 10
2025-03-08 | M457 | 7 M457 0.0119 0.0000 -0.0119 918 14
2025-02-08 | CL52 | 12 CL52 0.0154 0.0000 -0.0154 289 7
2025-02-15 | M419 | 9 M419 0.0159 0.0000 -0.0159 906 18
2025-02-11 | M457 | 9 M457 0.0166 0.0000 -0.0166 315 10
2025-02-06 | O321 | 7 O321 0.0610 0.0441 -0.0168 270 20
2025-02-22 | M420 | 8 M420 0.6198 0.6019 -0.0179 456 40
2025-03-08 | M455 | 8 M455 0.0196 0.0000 -0.0196 402 5
2025-02-01 | CL52 | 13 CL52 0.0219 0.0000 -0.0219 784 5
2025-03-05 | M416 | 13 M416 0.0224 0.0000 -0.0224 267 7
2025-02-23 | M419 | 10 M419 0.0340 0.0000 -0.0340 906 6
2025-02-05 | O321 | 12 O321 0.0628 0.0286 -0.0342 270 24
2025-02-08 | M419 | 10 M419 0.0385 0.0000 -0.0385 435 22
2025-03-01 | O321 | 10 O321 0.0387 0.0000 -0.0387 162 15
2025-02-24 | O321 | 6 O321 0.0389 0.0000 -0.0389 270 15
2025-02-13 | O321 | 13 O321 0.0411 0.0000 -0.0411 270 26
2025-02-13 | O254 | 10 O254 0.0653 0.0000 -0.0653 333 7
2025-03-06 | O321 | 11 O321 0.4705 0.3959 -0.0747 270 7
2025-02-18 | O321 | 11 O321 0.1068 0.0279 -0.0789 271 31
2025-03-08 | R416 | 12 R416 0.0827 0.0000 -0.0827 97 7
2025-02-28 | M457 | 13 M457 0.3330 0.2460 -0.0870 663 12
2025-02-11 | O321 | 7 O321 0.1294 0.0392 -0.0902 270 21
2025-02-02 | O321 | 8 O321 0.1022 0.0000 -0.1022 266 13
2025-02-23 | M457 | 13 M457 0.1105 0.0000 -0.1105 465 15
2025-02-04 | O321 | 12 O321 0.1142 0.0000 -0.1142 270 27
2025-02-20 | O321 | 9 O321 0.1317 0.0000 -0.1317 270 30
2025-02-17 | M460 | 13 M460 0.1880 0.0000 -0.1880 272 19
2025-03-08 | O321 | 9 O321 0.3329 0.0441 -0.2888 270 20
2025-03-10 | O321 | 10 O321 0.3515 0.0000 -0.3515 264 7

📦 Boîtes à moustaches des R² par Recette

df_long <- df_r2 %>%
  select(Recette, R2_brut, R2_filtré) %>%
  pivot_longer(cols = c(R2_brut, R2_filtré), names_to = "Origine", values_to = "R2")

ggplot(df_long, aes(x = Recette, y = R2, fill = Origine)) +
  geom_boxplot(outlier.alpha = 0.3, width = 0.6, position = position_dodge(0.8)) +
  labs(
    title = "Distribution des R² par Recette",
    subtitle = "Comparaison Brut vs Filtré",
    x = "Recette",
    y = "R²"
  ) +
  theme_minimal() +
  theme(axis.text.x = element_text(angle = 45, hjust = 1))

📝 Conclusion

Ce rapport permet d’analyser : - Le détail du R² pour chaque fabrication, avant et après filtrage - La distribution globale des R² pour chaque recette - L’impact visuel du nettoyage sur la qualité des modèles

Utilise ces résultats pour identifier les recettes les plus sensibles aux arrêts ou les plus affectées par le bruit.