Fold 0 - Understanding why coefficient -1386563 was selected
Tag: INFANTS
Selected Coefficient: -1386563
Taxonomy Path: -4.4.62.3
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| -1386563 | 3.000000 | -4.4.62.3 | -3.62.4.4 (-(3*71^3 + 62*71^2 + 4*71 + 4)) | Yes | |
| 720863 | 3.000000 | 0.0.1.2 | 2.1.0.0 (2*71^3 + 5041) | No | |
| 74005825 | 3.000000 | 40.55.54.64.2 | 2.64.54.55.40 (2*71^4 + 64*71^3 + 54*71^2 + 55*71 + 40) | No | |
| 279251387 | 3.000000 | 9.2.16.70.10 | 10.70.16.2.9 (10*71^4 + 70*71^3 + 16*71^2 + 2*71 + 9) | No |
These are the training products that have the "INFANTS" tag (processing sequence 1455). 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 | 279251387 | ACNE, ALL AGES, ANTI-AGEING, BABIES, CRADLE CAP, ECZEMA | 280637950 | MENOPAUSE | ||
| 3165 | PATCH Body Strap Tape - ON SALE! | 74005825 | ORGANIC, KIDS, ALL AGES, BIO-DEGRADABLE, BIODEGRADABLE | 75392388 | INSECT BITES, PERSONAL CARE | ||
| 3071 | Absolute Essential Argan Oil (Organic) | 720863 | ACNE, ANTI-AGEING, ANTI-INFLAMMATORY, BODY OIL, CARRIER OIL, CRADLE CAP, ECZEMA, HAIR CARE | 2107426 | SCARS | ||
| 3120 | Kiwiherb De-Stuff For Kids (Organic) | -1386563 | ORGANIC, KIDS | 0 | RESPIRATORY |