Fold 3 - Understanding why coefficient 149877346 was selected
Tag: HAIR CARE. HAIR CARE: SHAMPOO
Selected Coefficient: 149877346
Taxonomy Path: 13.3.10.13.3
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 149877346 | 0.000000 | 13.3.10.13.3 | 3.13.10.3.13 (3*83^4 + 13*83^3 + 10*83^2 + 3*83 + 13) | Yes |
These are the training products that have the "HAIR CARE. HAIR CARE: SHAMPOO" tag (processing sequence 1644). 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 |
|---|---|---|---|---|---|---|---|
| 12264 | L'Oreal Gold Quinoa+Protein Absolut Repair Resurfacing Shampoo 10.1 oz | 149877346 | none | 0 | none | ||
| 12325 | Nioxin System 2 Cleanser for Fine Hair 33.8 oz | 149877346 | none | 0 | none | ||
| 12363 | Matrix Total Results Curl Boucles Shampoo 10.1 Oz | 149877346 | none | 0 | none |