Fold 4 - Understanding why coefficient 54346226 was selected
Tag: HAIR
Selected Coefficient: 54346226
Taxonomy Path: 57.59.59.9.2
Taxonomy Name:
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| 54346226 | 1.000000 | 57.59.59.9.2 | 2.9.59.59.57 (2*71^4 + 9*71^3 + 59*71^2 + 59*71 + 57) | Yes | |
| 55884752 | 1.000000 | 13.3.10.14.2 | 2.14.10.3.13 (2*71^4 + 14*71^3 + 10*71^2 + 3*71 + 13) | Health & Beauty > Personal Care > Hair Care > Hair Treatments > Hair Oils | No |
These are the training products that have the "HAIR" tag (processing sequence 818). 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 |
|---|---|---|---|---|---|---|---|
| 1014 | Jamaican Black Castor Oil | 55884752 | Health & Beauty > Personal Care > Hair Care > Hair Treatments > Hair Oils | none | 1538526 | none | |
| 3136 | Native Neem Organic Neem Oil | 54346226 | ORGANIC, REUSABLE | 0 | none |