Fold 0 - Understanding why coefficient -332837292 was selected
Tag: ANTISEPTIC
Selected Coefficient: -332837292
Taxonomy Path: -13.3.67.6.13
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? |
|---|---|---|---|---|---|
| -332837292 | 1.000198 | -13.3.67.6.13 | -13.6.67.3.13 (-(13*71^4 + 6*71^3 + 67*71^2 + 3*71 + 13)) | Yes | |
| -741253 | 1.000198 | -13.3.5.2 | -2.5.3.13 (-(2*71^3 + 5*71^2 + 3*71 + 13)) | No | |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "ANTISEPTIC" tag (processing sequence 228). 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 |
|---|---|---|---|---|---|---|---|
| 2969 | Barrier Gold Kānuka Essential Oil (Organic) | 0 | ORGANIC, ACNE, ALLERGY | 332837292 | ARTHRITIS, BEACH, FIRST AID, HOUSEHOLD INGREDIENTS, TOPICAL REMEDIES | ||
| 3080 | Absolute Essential Bergamot Essential Oil (Organic) | -741253 | ORGANIC, DEODORANT | 332096039 | BALANCE, BATH, DIFFUSION, DIGESTION, FIRST AID | ||
| 3138 | Natural Solutions East Cape 4% Mānuka Oil Blend- Mild | -332837292 | DEODORANT, ACNE | 0 | BEACH, MANUKA |