Fold 4 - Understanding why coefficient 119038187 was selected
Tag: MANUKA
Selected Coefficient: 119038187
Taxonomy Path: 13.0.42.48.4
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 119038187 | 1.014085 | 13.0.42.48.4 | 4.48.42.0.13 (4*71^4 + 48*71^3 + 42*71^2 + 13) | Yes | |
| 333583360 | 1.014085 | 13.3.2.9.13 | 13.9.2.3.13 (13*71^4 + 9*71^3 + 2*71^2 + 3*71 + 13) | Health & Beauty > Personal Care > Cosmetics > Skin Care > Skin Care Masks & Peels | No |
| -1557967 | 2.000000 | -14.4.25.4 | -4.25.4.14 (-(4*71^3 + 25*71^2 + 4*71 + 14)) | No |
These are the training products that have the "MANUKA" tag (processing sequence 1617). 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 |
|---|---|---|---|---|---|---|---|
| 3122 | Kiwiherb EchiBerry® | 333583360 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Skin Care Masks & Peels | ANTIOXIDANT | 214545173 | SUPERFOOD | |
| 3111 | Harker Herbal Vira Guard | 119038187 | FATIGUE | 0 | none | ||
| 3138 | Natural Solutions East Cape 4% Mānuka Oil Blend- Mild | -1557967 | DEODORANT, AROMATHERAPY, BEACH | -120596154 | SKIN INFECTION |