Fold 1 - Understanding why coefficient 123322410 was selected
Tag: HAIR CARE. HAIR CARE: SHAMPOO
Selected Coefficient: 123322410
Taxonomy Path: 13.3.10.13.3
Taxonomy Name: Health & Beauty > Personal Care > Hair Care > Shampoo & Conditioner > Shampoo
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| 123322410 | 0.000000 | 13.3.10.13.3 | 3.13.10.3.13 (3*79^4 + 13*79^3 + 10*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Hair Care > Shampoo & Conditioner > Shampoo | Yes |
These are the training products that have the "HAIR CARE. HAIR CARE: SHAMPOO" tag (processing sequence 1622). 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 |
|---|---|---|---|---|---|---|---|
| 12325 | Nioxin System 2 Cleanser for Fine Hair 33.8 oz | 123322410 | Health & Beauty > Personal Care > Hair Care > Shampoo & Conditioner > Shampoo | none | 0 | none | |
| 12363 | Matrix Total Results Curl Boucles Shampoo 10.1 Oz | 123322410 | Health & Beauty > Personal Care > Hair Care > Shampoo & Conditioner > Shampoo | none | 0 | none |