Fold 0 - Understanding why coefficient 2363189 was selected
Tag: WOUND CARE
Selected Coefficient: 2363189
Taxonomy Path: 13.3.11.4
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 2363189 | 1.000000 | 13.3.11.4 | 4.11.3.13 (4*83^3 + 11*83^2 + 3*83 + 13) | Yes | |
| 0 | 4.000000 | 0 | 0 (0) | No |
These are the training products that have the "WOUND CARE" tag (processing sequence 1283). 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) | 2363189 | none | 0 | none | ||
| 3070 | Absolute Essential Apricot Kernel Oil (Organic) | 2363189 | none | 0 | none | ||
| 3074 | Absolute Essential Avocado Oil (Organic) - ON SALE! | 2363189 | none | 0 | none | ||
| 3088 | Natural Solutions 100% Pure East Cape Mānuka Oil | 2363189 | none | 0 | none | ||
| 3080 | Absolute Essential Bergamot Essential Oil (Organic) | 0 | DIFFUSION | -2363189 | FOCUS, SKINCARE |