Fold 0 - Understanding why coefficient 816714 was selected
Tag: TOPICAL REMEDIES
Selected Coefficient: 816714
Taxonomy Path: 1.1.20.2
Taxonomy Name: Apparel & Accessories > Clothing > Swimwear > Boardshorts
Products with this tag: 2
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 816714 | 1.000000 | 1.1.20.2 | 2.20.1.1 (2*71^3 + 20*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Swimwear > Boardshorts | Yes |
| 332095813 | 1.000000 | 58.67.61.4.13 | 13.4.61.67.58 (13*71^4 + 4*71^3 + 61*71^2 + 67*71 + 58) | No |
These are the training products that have the "TOPICAL REMEDIES" tag (processing sequence 1338). 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 |
|---|---|---|---|---|---|---|---|
| 2969 | Barrier Gold Kānuka Essential Oil (Organic) | 332095813 | ORGANIC, ACNE, ALLERGY, ANTISEPTIC, ARTHRITIS, BEACH, FIRST AID, HOUSEHOLD INGREDIENTS | 331279099 | none | ||
| 2990 | Barrier Gold Mossy Mist - Natural Insect Repellent | 816714 | Apparel & Accessories > Clothing > Swimwear > Boardshorts | BEACH, INSECT BITES, MANUKA | 0 | none |