Fold 3 - Understanding why coefficient 262 was selected
Tag: INSECT BITES
Selected Coefficient: 262
Taxonomy Path: 13.3
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 262 | 1.000145 | 13.3 | 3.13 (3*83 + 13) | Yes | |
| 585827 | 1.000145 | 13.3.2.1 | 1.2.3.13 (571787 + 2*83^2 + 3*83 + 13) | No | |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "INSECT BITES" tag (processing sequence 6245). 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 |
|---|---|---|---|---|---|---|---|
| 2990 | Barrier Gold Mossy Mist - Natural Insect Repellent | 585827 | none | 585565 | MANUKA, SKINCARE | ||
| 3165 | PATCH Body Strap Tape - ON SALE! | 262 | none | 0 | SKIN INFECTION | ||
| 3069 | Absolute Essential Aloe Vera Gel (Organic) | 0 | SKIN CARE INGREDIENTS | -262 | SKIN INFECTION |