Fold 1 - Understanding why coefficient -735620429 was selected
Tag: ANTI-INFLAMMATORY
Selected Coefficient: -735620429
Taxonomy Path: -0.0.1.70.18
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| -735620429 | 1.000160 | -0.0.1.70.18 | -18.70.1.0.0 (-(18*79^4 + 70*79^3 + 6241)) | Yes | |
| 1915987 | 1.000160 | 0.0.70.3 | 3.70.0.0 (3*79^3 + 70*79^2) | No | |
| 81300 | 2.000000 | 9.2.13 | 13.2.9 (13*79^2 + 2*79 + 9) | Food, Beverages & Tobacco > Food Items > Nuts & Seeds | No |
These are the training products that have the "ANTI-INFLAMMATORY" tag (processing sequence 441). 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 | 1915987 | SERUM, ACNE, ANTI-AGEING | 737536416 | ECZEMA | ||
| 3175 | The Hemp Farm Kiwi Hemp Hearts | 81300 | Food, Beverages & Tobacco > Food Items > Nuts & Seeds | none | 735701729 | DELICIOUS, VITALITY, WELL-BEING, OMEGA | |
| 3071 | Absolute Essential Argan Oil (Organic) | -735620429 | SERUM, ACNE, ANTI-AGEING | 0 | BODY OIL, CARRIER OIL, CRADLE CAP, ECZEMA, HAIR CARE, NAPPY RASH, SCARS |