Fold 0 - Understanding why coefficient 123322410 was selected
Tag: SHAMPOO LITER.
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: 3
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? |
|---|---|---|---|---|---|
| 123322410 | 1.000000 | 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 |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "SHAMPOO LITER." tag (processing sequence 2585). 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 |
|---|---|---|---|---|---|---|---|
| 12316 | K18 Biomimetic Peptide Prep Detox Shampoo 31.5 oz | 123322410 | Health & Beauty > Personal Care > Hair Care > Shampoo & Conditioner > Shampoo | none | 0 | none | |
| 12317 | K18 Biomimetic Peptide Prep pH Maintenance Shampoo 31.5 oz | 123322410 | Health & Beauty > Personal Care > Hair Care > Shampoo & Conditioner > Shampoo | none | 0 | none | |
| 12310 | Kenra Moisturizing Shampoo and Conditioner 33.8 oz Duo | 0 | MOISTURIZING SHAMPOO AND CONDITIONER | -123322410 | none |