Fold 4 - Understanding why coefficient 428711 was selected
Tag: INSECT BITES
Selected Coefficient: 428711
Taxonomy Path: 13.3.14.1
Taxonomy Name: Health & Beauty > Personal Care > Shaving & Grooming > Aftershave
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? |
|---|---|---|---|---|---|
| 428711 | 0.000000 | 13.3.14.1 | 1.14.3.13 (357911 + 14*71^2 + 3*71 + 13) | Health & Beauty > Personal Care > Shaving & Grooming > Aftershave | Yes |
These are the training products that have the "INSECT BITES" tag (processing sequence 1450). 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 |
|---|---|---|---|---|---|---|---|
| 3069 | Absolute Essential Aloe Vera Gel (Organic) | 428711 | Health & Beauty > Personal Care > Shaving & Grooming > Aftershave | none | 0 | SKIN INFECTION, SUN |