Fold 2 - Understanding why coefficient -333583360 was selected
Tag: ALLERGY
Selected Coefficient: -333583360
Taxonomy Path: -13.3.2.9.13
Taxonomy Name:
Products with this tag: 1
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| -333583360 | 0.000000 | -13.3.2.9.13 | -13.9.2.3.13 (-(13*71^4 + 9*71^3 + 2*71^2 + 3*71 + 13)) | Yes |
These are the training products that have the "ALLERGY" tag (processing sequence 413). 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 |
|---|---|---|---|---|---|---|---|
| 3088 | Natural Solutions 100% Pure East Cape Mānuka Oil | -333583360 | ORGANIC, ACNE | 0 | ANTISEPTIC, BEACH, HOUSEHOLD INGREDIENTS, WOUND CARE |