Fold 3 - 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: 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 "SHAMPOO" tag (processing sequence 1395). 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 |
|---|---|---|---|---|---|---|---|
| 16493 | GrandeHAIR Full Boost Shampoo Retail | 149877346 | none | 0 | HAIR | ||
| 17208 | Zoya Naturals Hydrating Shampoo | 149877346 | none | 0 | none | ||
| 23096 | Mojo Hair Men’s Luxury Shampoo (200ml / 6.76fl.oz) | 149877346 | none | 0 | HAIR | ||
| 25650 | Sandalwood Vanilla Shampoo - 2 oz | 149877346 | none | 0 | HAIR CARE |