Fold 1 - Understanding why coefficient -8118817653 was selected
Tag: HERBS
Selected Coefficient: -8118817653
Taxonomy Path: -13.3.2.6.5.2
Taxonomy Name:
Products with this tag: 7
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| -8118817653 | 4.000000 | -13.3.2.6.5.2 | -2.5.6.2.3.13 (-(2*83^5 + 5*83^4 + 6*83^3 + 2*83^2 + 3*83 + 13)) | Yes | |
| 240784424 | 5.000000 | 13.1.9.6.5 | 5.6.9.1.13 (5*83^4 + 6*83^3 + 9*83^2 + 83 + 13) | No | |
| 335701066 | 5.000000 | 13.1.9.6.7 | 7.6.9.1.13 (7*83^4 + 6*83^3 + 9*83^2 + 83 + 13) | No | |
| 34620 | 5.000145 | 9.2.5 | 5.2.9 (5*83^2 + 2*83 + 9) | No | |
| 682186 | 5.000145 | 9.2.16.1 | 1.16.2.9 (571787 + 16*83^2 + 2*83 + 9) | No |
These are the training products that have the "HERBS" tag (processing sequence 5368). 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 |
|---|---|---|---|---|---|---|---|
| 1158 | Sea Moss Multivitamin | 335701066 | none | 8454518719 | none | ||
| 1125 | Pau D’Arco | 240784424 | none | 8359602077 | none | ||
| 1095 | Moringa Leaf Powder | 682186 | none | 8119499839 | none | ||
| 1151 | Purple Sea Moss (wild crafted) | 34620 | none | 8118852273 | none | ||
| 27545 | Amaretto Sour Whipped Body Butter | -8118817653 | BLACK WOMEN, NATURALISTA, JUST BREATHE, FEMALE LEADER, ANTI-AGING | 0 | none | ||
| 29677 | Queen's Secret Whipped Body Butter | -8118817653 | BLACK WOMEN, NATURALISTA, JUST BREATHE, FEMALE LEADER, ANTI-AGING | 0 | none | ||
| 29682 | Divine Delight Whipped Body Butter | -8118817653 | BLACK WOMEN, NATURALISTA, JUST BREATHE, FEMALE LEADER, ANTI-AGING | 0 | none |