Fold 1 - Understanding why coefficient 110320 was selected
Tag: SIMPLE EXTRACTS
Selected Coefficient: 110320
Taxonomy Path: 13.1.16
Taxonomy Name:
Products with this tag: 46
Unique residual values tried: 15
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 | 24.001462 | 13.1.16 | 16.1.13 (16*83^2 + 83 + 13) | Yes | |
| 1253894 | 24.001469 | 13.1.16.2 | 2.16.1.13 (2*83^3 + 16*83^2 + 83 + 13) | No | |
| 1825681 | 24.001469 | 13.1.16.3 | 3.16.1.13 (3*83^3 + 16*83^2 + 83 + 13) | No | |
| 4112829 | 24.001471 | 13.1.16.7 | 7.16.1.13 (7*83^3 + 16*83^2 + 83 + 13) | No | |
| 2969255 | 24.001471 | 13.1.16.5 | 5.16.1.13 (5*83^3 + 16*83^2 + 83 + 13) | No | |
| 240784424 | 24.001742 | 13.1.9.6.5 | 5.6.9.1.13 (5*83^4 + 6*83^3 + 9*83^2 + 83 + 13) | No | |
| 4179825067 | 24.001742 | 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 | |
| 0 | 26.000437 | 0 | 0 (0) | No | |
| 571787 | 26.000463 | 0.0.0.1 | 1.0.0.0 (571787) | No | |
| 240674104 | 26.002758 | 0.0.76.5.5 | 5.5.76.0.0 (5*83^4 + 5*83^3 + 76*83^2) | No | |
| -237815169 | 26.002758 | -0.0.76.0.5 | -5.0.76.0.0 (-(5*83^4 + 76*83^2)) | No | |
| -240646548 | 26.002758 | -0.0.72.5.5 | -5.5.72.0.0 (-(5*83^4 + 5*83^3 + 72*83^2)) | No | |
| -110320 | 42.000147 | -13.1.16 | -16.1.13 (-(16*83^2 + 83 + 13)) | No | |
| -1825681 | 42.000149 | -13.1.16.3 | -3.16.1.13 (-(3*83^3 + 16*83^2 + 83 + 13)) | No | |
| -240784424 | 42.000435 | -13.1.9.6.5 | -5.6.9.1.13 (-(5*83^4 + 6*83^3 + 9*83^2 + 83 + 13)) | No |
These are the training products that have the "SIMPLE EXTRACTS" tag (processing sequence 5462). 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 | ||
| 19875 | Lemon Balm Extract | 240784424 | none | 240674104 | SLEEP | ||
| 19826 | Eleuthero Extract | 240784424 | none | 240674104 | none | ||
| 19734 | Burdock Root Extract | 240784424 | none | 240674104 | none | ||
| 19742 | Baikal Skullcap (Chinese Skullcap) Extract | 240784424 | none | 240674104 | none | ||
| 19714 | Schisandra Extract | 240784424 | none | 240674104 | BERRY, CALENDULA | ||
| 19897 | Pau D' Arco Extract | 240784424 | none | 240674104 | none | ||
| 19894 | Oregon Grape Root Extract | 240784424 | none | 240674104 | none | ||
| 19817 | Echinacea Angustifolia Root Extract | 240784424 | none | 240674104 | none | ||
| 19890 | Nettle ROOT Extract | 240784424 | none | 240674104 | none | ||
| 19882 | Milk Thistle Seed Extract | 240674104 | LIVER | 240563784 | none | ||
| 19748 | Cistus Incanus Extract | 4112829 | none | 4002509 | CARDIOVASCULAR | ||
| 19960 | St. John's Wort Extract | 2969255 | none | 2858935 | none | ||
| 19750 | Cleavers Extract | 1825681 | none | 1715361 | none | ||
| 19888 | African Peach (Nauclea) ROOT Extract | 1825681 | none | 1715361 | CARDIOVASCULAR | ||
| 19730 | Boneset Extract | 1253894 | none | 1143574 | none | ||
| 19975 | Usnea Extract | 1253894 | none | 1143574 | none | ||
| 19870 | Juniper Berry Extract | 571787 | ANTISEPTIC | 461467 | none | ||
| 19909 | Red Sage Extract | 110320 | none | 0 | none | ||
| 19721 | Sida Acuta Extract | 110320 | none | 0 | none | ||
| 19743 | Chinese Cat's Claw Extract | 110320 | none | 0 | none | ||
| 19746 | Chinese Sarsaparilla Extract | 110320 | none | 0 | JOINT PAIN | ||
| 19889 | Nettle LEAF Extract | 110320 | none | 0 | none | ||
| 19908 | Red Root Extract | 110320 | none | 0 | none | ||
| 19857 | Houttuynia (Fresh) Extract | 0 | INFECTION | -110320 | none | ||
| 19848 | Greater Celandine Extract | 0 | LIVER | -110320 | none | ||
| 19872 | Kudzu Root Extract | 0 | BRAIN | -110320 | CARDIOVASCULAR, MENOPAUSE | ||
| 19843 | Licorice Root Extract | 0 | RESTORATIVE | -110320 | none | ||
| 19981 | White Pine Liquid Extract | 0 | LUNGS | -110320 | none | ||
| 19712 | Rhodiola Extract | 0 | FOCUS | -110320 | FERTILITY | ||
| 19739 | Chaga Mushroom Extract | 0 | IMMUNE | -110320 | none | ||
| 19963 | Sweet Annie Extract | 0 | INFECTION | -110320 | none | ||
| 19849 | Hawthorn Elixir | 0 | GLYCERITES | -110320 | CARDIOVASCULAR | ||
| 19861 | Isatis ROOT Extract | 0 | INFECTION | -110320 | none | ||
| 19881 | Maca Root Extract | 0 | SEXUAL HEALTH | -110320 | none | ||
| 19841 | E Gift Card | 0 | GIFT CARD | -110320 | MERCHANDISE | ||
| 19716 | Scots Pine Pollen Extract | 0 | SEXUAL HEALTH | -110320 | CIRCULATION | ||
| 19769 | Dong Quai Extract | 0 | WOMANS | -110320 | none | ||
| 19754 | Cordyceps Extract | 0 | IMMUNE | -110320 | none | ||
| 19902 | Propolis Extract | 0 | LUNG | -110320 | none | ||
| 19877 | Lion's Mane Extract | -110320 | IMMUNE, BRAIN | -220640 | none | ||
| 19973 | Turkey Tails Extract | -110320 | IMMUNE, LIVER | -220640 | CARDIOVASCULAR | ||
| 19842 | Ginger Root Extract | -1825681 | SEXUAL HEALTH, GINGER | -1936001 | none | ||
| 19883 | Motherwort Extract | -237815169 | SEXUAL HEALTH | -237925489 | CARDIOVASCULAR, MENOPAUSE | ||
| 19901 | Pleurisy Root Extract | -240646548 | RESTORATIVE | -240756868 | none | ||
| 19822 | Elderberry Elixir | -240784424 | COLD, IMMUNE | -240894744 | none |