Fold 3 - Understanding why coefficient -262 was selected
Tag: SKIN INFECTION
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 | 2.000000 | -13.3 | -3.13 (-(3*83 + 13)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 1001784864 | 2.000000 | 13.3.2.9.21 | 21.9.2.3.13 (21*83^4 + 9*83^3 + 2*83^2 + 3*83 + 13) | No |
These are the training products that have the "SKIN INFECTION" tag (processing sequence 6302). 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 |
|---|---|---|---|---|---|---|---|
| 3075 | Absolute Essential Baby Oil: Rose & Chamomile | 1001784864 | OILS, GENTLE, CRADLE CAP | 1001785126 | BABIES | ||
| 3165 | PATCH Body Strap Tape - ON SALE! | 0 | INSECT BITES | 262 | none | ||
| 3069 | Absolute Essential Aloe Vera Gel (Organic) | -262 | SKIN CARE INGREDIENTS, INSECT BITES | 0 | none |