Fold 2 - Understanding why coefficient 240784424 was selected
Tag: IMMUNE
Selected Coefficient: 240784424
Taxonomy Path: 13.1.9.6.5
Taxonomy Name:
Products with this tag: 19
Unique residual values tried: 7
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? |
|---|---|---|---|---|---|
| 240784424 | 4.000581 | 13.1.9.6.5 | 5.6.9.1.13 (5*83^4 + 6*83^3 + 9*83^2 + 83 + 13) | Yes | |
| 525534350 | 4.000581 | 13.1.9.6.11 | 11.6.9.1.13 (11*83^4 + 6*83^3 + 9*83^2 + 83 + 13) | No | |
| 1253894 | 4.001744 | 13.1.16.2 | 2.16.1.13 (2*83^3 + 16*83^2 + 83 + 13) | No | |
| 110320 | 4.001745 | 13.1.16 | 16.1.13 (16*83^2 + 83 + 13) | No | |
| 48085316 | 4.002032 | 13.1.8.1.1 | 1.1.8.1.13 (47458321 + 571787 + 8*83^2 + 83 + 13) | No | |
| 0 | 16.000000 | 0 | 0 (0) | No | |
| -240784424 | 18.000000 | -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 "IMMUNE" tag (processing sequence 3339). 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 |
|---|---|---|---|---|---|---|---|
| 3059 | Dr Mercola Antarctic Krill Oil Omega 3 | 525534350 | none | 284749926 | BRAIN HEALTH, OMEGA | ||
| 3064 | Dr Mercola Fermented Beta Glucans | 240784424 | none | 0 | none | ||
| 27053 | Milk Thistle | 240784424 | none | 0 | DETOX, HEALTH | ||
| 3110 | Green Trading Organic Shatavari Powder | 240784424 | none | 0 | LIBIDO, REPRODUCTIVE HEALTH | ||
| 19973 | Turkey Tails Extract | 240784424 | none | 0 | LIVER | ||
| 3122 | Kiwiherb EchiBerry® | 240784424 | none | 0 | none | ||
| 10365 | Immune to BS Bundle- Superstar Kit for All Things Immunity | 240784424 | none | 0 | none | ||
| 19877 | Lion's Mane Extract | 240784424 | none | 0 | BRAIN | ||
| 19864 | Japanese Knotweed Extract | 240784424 | none | 0 | BRAIN | ||
| 19822 | Elderberry Elixir | 240784424 | none | 0 | KIDS PAGE, COLD | ||
| 19754 | Cordyceps Extract | 240784424 | none | 0 | none | ||
| 2882 | Absolute Essential Sanitiser Bundles with Organic, Hospital Grade Hand Gel | 48085316 | none | -192699108 | ANTI-VIRAL, HYGIENE | ||
| 3117 | Kiwiherb Children's Echinature (Organic) | 1253894 | none | -239530530 | CHEST | ||
| 19744 | Chinese Coptis Extract | 1253894 | none | -239530530 | BITTER, COLD | ||
| 19709 | Reishi Extract | 110320 | none | -240674104 | none | ||
| 19867 | Japanese Knotweed PLUS Extract | 0 | ELEUTHERO | -240784424 | CORDYCEPS | ||
| 19866 | Japanese Knotweed PLUS GLYCERITE | 0 | ELEUTHERO | -240784424 | CORDYCEPS | ||
| 3086 | Dr Mercola Vitamins D3 & K2 | 0 | VITAMIN D | -240784424 | BRAIN HEALTH, BLOOD PRESSURE, DETOX, ALLERGIES, RECOVERY, WELLNESS | ||
| 19860 | Immune Formulation | -240784424 | RHODIOLA, ELEUTHERO | -481568848 | none |