Fold 3 - Understanding why coefficient 82699241 was selected
Tag: ANTI-INFLAMMATORY
Selected Coefficient: 82699241
Taxonomy Path: 66.75.57.9.2
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? |
|---|---|---|---|---|---|
| 82699241 | 1.000000 | 66.75.57.9.2 | 2.9.57.75.66 (2*79^4 + 9*79^3 + 57*79^2 + 75*79 + 66) | Yes | |
| 818194600 | 1.000000 | 53.72.38.0.21 | 21.0.38.72.53 (21*79^4 + 38*79^2 + 72*79 + 53) | No |
These are the training products that have the "ANTI-INFLAMMATORY" tag (processing sequence 451). 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 |
|---|---|---|---|---|---|---|---|
| 3153 | Living Nature Advanced Renewal Night Serum | 818194600 | FACIAL, SERUM, ACNE, ANTI-AGEING | 735495359 | none | ||
| 3071 | Absolute Essential Argan Oil (Organic) | 82699241 | SERUM, ACNE, ANTI-AGEING | 0 | BODY OIL, CARRIER OIL, DERMATITIS, FRAGRANCE-FREE, HAIR CARE, INFANTS |