Fold 3 - Understanding why coefficient -277698608 was selected
Tag: ANTI-INFLAMMATORY
Selected Coefficient: -277698608
Taxonomy Path: -0.0.63.65.10
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? |
|---|---|---|---|---|---|
| -277698608 | 1.000000 | -0.0.63.65.10 | -10.65.63.0.0 (-(10*71^4 + 65*71^3 + 63*71^2)) | Yes | |
| 201806127 | 1.000000 | 58.67.59.66.7 | 7.66.59.67.58 (7*71^4 + 66*71^3 + 59*71^2 + 67*71 + 58) | No |
These are the training products that have the "ANTI-INFLAMMATORY" tag (processing sequence 427). 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 | 201806127 | FACIAL, ANTI-AGEING | 479504735 | DRY SKIN, ECZEMA | ||
| 3071 | Absolute Essential Argan Oil (Organic) | -277698608 | ANTI-AGEING | 0 | BODY OIL, CARRIER OIL, ECZEMA, HAIR CARE, INFANTS, SCARS, STRETCH MARKS |