Fold 0 - Understanding why coefficient 149877346 was selected
Tag: SHAMPOO
Selected Coefficient: 149877346
Taxonomy Path: 13.3.10.13.3
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? |
|---|---|---|---|---|---|
| 149877346 | 1.000000 | 13.3.10.13.3 | 3.13.10.3.13 (3*83^4 + 13*83^3 + 10*83^2 + 3*83 + 13) | Yes | |
| 235576244 | 3.000000 | 0.0.0.80.4 | 4.80.0.0.0 (4*83^4 + 80*83^3) | No |
These are the training products that have the "SHAMPOO" tag (processing sequence 3060). 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 |
|---|---|---|---|---|---|---|---|
| 21023 | KEVIN.MURPHY Bedroom Hair 250ml | 235576244 | CONDITIONER | 85698898 | HAIR | ||
| 16317 | Black Oud Beard & Hair Shampoo | 149877346 | none | 0 | none | ||
| 16493 | GrandeHAIR Full Boost Shampoo Retail | 149877346 | none | 0 | HAIR | ||
| 25647 | Coconut Hibiscus Shampoo - 2 oz | 149877346 | none | 0 | none |