Fold 0 - Understanding why coefficient 110320 was selected
Tag: SIMPLE EXTRACTS
Selected Coefficient: 110320
Taxonomy Path: 13.1.16
Taxonomy Name:
Products with this tag: 42
Unique residual values tried: 17
The algorithm tries each unique residual value as a candidate coefficient and selects the one with the lowest total p-adic loss. The selected row is highlighted.
| Candidate Value | Total P-adic Loss | Taxonomy Path | P-adic Expansion | Taxonomy Name | Selected? |
|---|---|---|---|---|---|
| 110320 | 23.001172 | 13.1.16 | 16.1.13 (16*83^2 + 83 + 13) | Yes | |
| 2969255 | 23.001177 | 13.1.16.5 | 5.16.1.13 (5*83^3 + 16*83^2 + 83 + 13) | No | |
| 1825681 | 23.001177 | 13.1.16.3 | 3.16.1.13 (3*83^3 + 16*83^2 + 83 + 13) | No | |
| 1253894 | 23.001179 | 13.1.16.2 | 2.16.1.13 (2*83^3 + 16*83^2 + 83 + 13) | No | |
| 4112829 | 23.001179 | 13.1.16.7 | 7.16.1.13 (7*83^3 + 16*83^2 + 83 + 13) | No | |
| 240784424 | 23.001598 | 13.1.9.6.5 | 5.6.9.1.13 (5*83^4 + 6*83^3 + 9*83^2 + 83 + 13) | No | |
| 4179825067 | 23.001598 | 13.1.9.6.5.1 | 1.5.6.9.1.13 (3939040643 + 5*83^4 + 6*83^3 + 9*83^2 + 83 + 13) | No | |
| 239640850 | 23.001609 | 13.1.9.4.5 | 5.4.9.1.13 (5*83^4 + 4*83^3 + 9*83^2 + 83 + 13) | No | |
| 0 | 26.000292 | 0 | 0 (0) | No | |
| 1715361 | 26.000313 | 0.0.0.3 | 3.0.0.0 (3*83^3) | No | |
| 240674104 | 26.002177 | 0.0.76.5.5 | 5.5.76.0.0 (5*83^4 + 5*83^3 + 76*83^2) | No | |
| 240729216 | 26.002177 | 0.0.1.6.5 | 5.6.1.0.0 (5*83^4 + 6*83^3 + 6889) | No | |
| -110320 | 36.000437 | -13.1.16 | -16.1.13 (-(16*83^2 + 83 + 13)) | No | |
| -1253894 | 36.000439 | -13.1.16.2 | -2.16.1.13 (-(2*83^3 + 16*83^2 + 83 + 13)) | No | |
| -240784424 | 36.000581 | -13.1.9.6.5 | -5.6.9.1.13 (-(5*83^4 + 6*83^3 + 9*83^2 + 83 + 13)) | No | |
| -481458528 | 36.000726 | -13.1.2.12.10 | -10.12.2.1.13 (-(10*83^4 + 12*83^3 + 2*83^2 + 83 + 13)) | No | |
| 190893849 | 41.000000 | 74.78.70.1.4 | 4.1.70.78.74 (4*83^4 + 571787 + 70*83^2 + 78*83 + 74) | No |
These are the training products that have the "SIMPLE EXTRACTS" tag (processing sequence 5947). The residual is the encoded taxonomy value minus all coefficients from previously processed tags.
| Product ID | Title | Residual Before | Taxonomy Before | Tags Already Processed | Residual After | Taxonomy After | Tags Not Yet Processed |
|---|---|---|---|---|---|---|---|
| 19823 | Elder Blossom Extract | 4179825067 | none | 4179714747 | none | ||
| 19764 | Dandelion Root Extract | 240784424 | none | 240674104 | DANDELION | ||
| 19817 | Echinacea Angustifolia Root Extract | 240784424 | none | 240674104 | none | ||
| 19897 | Pau D' Arco Extract | 240784424 | none | 240674104 | none | ||
| 19894 | Oregon Grape Root Extract | 240784424 | none | 240674104 | none | ||
| 19843 | Licorice Root Extract | 240784424 | none | 240674104 | none | ||
| 19734 | Burdock Root Extract | 240784424 | none | 240674104 | none | ||
| 19716 | Scots Pine Pollen Extract | 240729216 | CIRCULATION | 240618896 | none | ||
| 19742 | Baikal Skullcap (Chinese Skullcap) Extract | 240674104 | ANTI INFLAMMATORY | 240563784 | none | ||
| 19848 | Greater Celandine Extract | 239640850 | LIVER | 239530530 | none | ||
| 19714 | Schisandra Extract | 190893849 | BERRY, CALENDULA | 190783529 | none | ||
| 19748 | Cistus Incanus Extract | 4112829 | none | 4002509 | CARDIOVASCULAR | ||
| 19960 | St. John's Wort Extract | 2969255 | none | 2858935 | none | ||
| 19719 | Senega Extract | 2969255 | none | 2858935 | none | ||
| 19870 | Juniper Berry Extract | 1825681 | none | 1715361 | none | ||
| 19888 | African Peach (Nauclea) ROOT Extract | 1825681 | none | 1715361 | CARDIOVASCULAR | ||
| 19883 | Motherwort Extract | 1715361 | BITTER | 1605041 | CARDIOVASCULAR | ||
| 19975 | Usnea Extract | 1253894 | none | 1143574 | none | ||
| 19908 | Red Root Extract | 110320 | none | 0 | none | ||
| 19965 | Teasel Root Extract | 110320 | none | 0 | none | ||
| 19889 | Nettle LEAF Extract | 110320 | none | 0 | none | ||
| 19737 | Cat's Claw Tomentosa Extract | 110320 | none | 0 | none | ||
| 19721 | Sida Acuta Extract | 110320 | none | 0 | none | ||
| 19981 | White Pine Liquid Extract | 0 | LUNGS | -110320 | none | ||
| 19769 | Dong Quai Extract | 0 | WOMANS | -110320 | none | ||
| 19825 | Elecampane Extract | 0 | LUNGS | -110320 | none | ||
| 19841 | E Gift Card | 0 | GIFT CARD | -110320 | MERCHANDISE | ||
| 19730 | Boneset Extract | 0 | BITTER | -110320 | none | ||
| 19872 | Kudzu Root Extract | 0 | BRAIN | -110320 | CARDIOVASCULAR | ||
| 19881 | Maca Root Extract | 0 | LIBIDO | -110320 | none | ||
| 19712 | Rhodiola Extract | 0 | FOCUS | -110320 | FERTILITY | ||
| 19902 | Propolis Extract | 0 | LUNG | -110320 | none | ||
| 19909 | Red Sage Extract | 0 | ANTI INFLAMMATORY | -110320 | none | ||
| 19959 | Stephania Root Extract | 0 | JOINTS | -110320 | none | ||
| 19963 | Sweet Annie Extract | 0 | INFECTION | -110320 | none | ||
| 19758 | Cryptolepis Root Extract | 0 | CRYTOLEPIS | -110320 | none | ||
| 19864 | Japanese Knotweed Extract | -110320 | IMMUNE, BRAIN | -220640 | none | ||
| 19842 | Ginger Root Extract | -110320 | GINGER, ANTI INFLAMMATORY | -220640 | none | ||
| 19973 | Turkey Tails Extract | -1253894 | MUSHROOM EXTRACTS, IMMUNE, LIVER | -1364214 | CARDIOVASCULAR | ||
| 19744 | Chinese Coptis Extract | -240784424 | IMMUNE, BITTER | -240894744 | COLD | ||
| 19739 | Chaga Mushroom Extract | -240784424 | MUSHROOM EXTRACTS, IMMUNE | -240894744 | none | ||
| 19709 | Reishi Extract | -481458528 | MUSHROOM EXTRACTS, IMMUNE | -481568848 | none |