Fold 0 - Understanding why coefficient 55819068 was selected
Tag: CRADLE CAP
Selected Coefficient: 55819068
Taxonomy Path: 4.1.68.13.2
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| 55819068 | 1.000000 | 4.1.68.13.2 | 2.13.68.1.4 (2*71^4 + 13*71^3 + 68*71^2 + 71 + 4) | Yes | |
| 333583134 | 1.000000 | 0.0.2.9.13 | 13.9.2.0.0 (13*71^4 + 9*71^3 + 2*71^2) | No |
These are the training products that have the "CRADLE CAP" tag (processing sequence 984). 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 |
|---|---|---|---|---|---|---|---|
| 3181 | Ultimate Life Natural Vitamin E Cream | 333583134 | ACNE, ALL AGES, ANTI-AGEING, BABIES | 277764066 | ECZEMA, INFANTS, MENOPAUSE | ||
| 3071 | Absolute Essential Argan Oil (Organic) | 55819068 | ACNE, ANTI-AGEING, ANTI-INFLAMMATORY, BODY OIL, CARRIER OIL | 0 | ECZEMA, HAIR CARE, INFANTS, SCARS |