Fold 2 - Understanding why coefficient 2363189 was selected
Tag: ITCHY SKIN
Selected Coefficient: 2363189
Taxonomy Path: 13.3.11.4
Taxonomy Name:
Products with this tag: 4
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 | 0.000145 | 13.3.11.4 | 4.11.3.13 (4*83^3 + 11*83^2 + 3*83 + 13) | Yes | |
| 1001784864 | 0.000435 | 13.3.2.9.21 | 21.9.2.3.13 (21*83^4 + 9*83^3 + 2*83^2 + 3*83 + 13) | No |
These are the training products that have the "ITCHY SKIN" tag (processing sequence 3029). 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 |
|---|---|---|---|---|---|---|---|
| 13700 | Radiance Facial Essence with Rose & Marula | 1001784864 | none | 999421675 | none | ||
| 13647 | Calming Body Oil with Rose & Ylang Ylang | 2363189 | none | 0 | none | ||
| 13665 | De-Stress Body Oil with Juniper & Grapefruit | 2363189 | none | 0 | none | ||
| 13666 | Soothing Body Oil with Geranium, Cypress & Lavender | 2363189 | none | 0 | none |