Fold 0 - Understanding why coefficient 2107426 was selected
Tag: SCARS
Selected Coefficient: 2107426
Taxonomy Path: 4.4.63.5
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? |
|---|---|---|---|---|---|
| 2107426 | 1.000000 | 4.4.63.5 | 5.63.4.4 (5*71^3 + 63*71^2 + 4*71 + 4) | Yes | |
| 509977806 | 1.000000 | 0.0.62.4.20 | 20.4.62.0.0 (20*71^4 + 4*71^3 + 62*71^2) | No |
These are the training products that have the "SCARS" tag (processing sequence 2014). 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 |
|---|---|---|---|---|---|---|---|
| 3156 | Nutra Organics Glow Mist Hydrating Collagen Facial Spray | 509977806 | ORGANIC, FACIAL, ACNE, ANTI-AGEING, ECZEMA | 507870380 | TOPICAL REMEDIES | ||
| 3071 | Absolute Essential Argan Oil (Organic) | 2107426 | ACNE, ANTI-AGEING, ANTI-INFLAMMATORY, BODY OIL, CARRIER OIL, CRADLE CAP, ECZEMA, HAIR CARE, INFANTS | 0 | none |