Fold 0 - Understanding why coefficient -332095813 was selected
Tag: HOUSEHOLD INGREDIENTS
Selected Coefficient: -332095813
Taxonomy Path: -58.67.61.4.13
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? |
|---|---|---|---|---|---|
| -332095813 | 1.000000 | -58.67.61.4.13 | -13.4.61.67.58 (-(13*71^4 + 4*71^3 + 61*71^2 + 67*71 + 58)) | Yes | |
| 0 | 1.000000 | 0 | 0 (0) | No |
These are the training products that have the "HOUSEHOLD INGREDIENTS" tag (processing sequence 871). 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, ANTISEPTIC, ARTHRITIS, BEACH, FIRST AID | 332095813 | TOPICAL REMEDIES | ||
| 3161 | Absolute Essential Orange Sweet Essential Oil (Organic) | -332095813 | BALANCE, DIFFUSION | 0 | none |