Fold 3 - Understanding why coefficient -549541 was selected
Tag: FIRST AID
Selected Coefficient: -549541
Taxonomy Path: -1.1.38.1
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| -549541 | 1.000000 | -1.1.38.1 | -1.38.1.1 (-(357911 + 38*71^2 + 71 + 1)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "FIRST AID" tag (processing sequence 1182). 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 |
|---|---|---|---|---|---|---|---|
| 3080 | Absolute Essential Bergamot Essential Oil (Organic) | 0 | ORGANIC, DEODORANT, AROMATHERAPY, BALANCE | 549541 | none | ||
| 2969 | Barrier Gold Kānuka Essential Oil (Organic) | -549541 | ORGANIC, AROMATHERAPY, ARTHRITIS, BEACH, ECZEMA | 0 | JOINT FUNCTION | ||
| 3088 | Natural Solutions 100% Pure East Cape Mānuka Oil | -549541 | ORGANIC, BEACH, ECZEMA | 0 | none |