Fold 0 - Understanding why coefficient 4000731 was selected
Tag: MASKS
Selected Coefficient: 4000731
Taxonomy Path: 13.3.9.8
Taxonomy Name: Health & Beauty > Personal Care > Foot Care > Foot Creams & Balms
Products with this tag: 1
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? |
|---|---|---|---|---|---|
| 4000731 | 0.000000 | 13.3.9.8 | 8.9.3.13 (8*79^3 + 9*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Foot Care > Foot Creams & Balms | Yes |
These are the training products that have the "MASKS" tag (processing sequence 1722). 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 |
|---|---|---|---|---|---|---|---|
| 5685 | O'Keeffe's for Healthy Feet Foot Cream, 3.2 oz., Jar | 4000731 | Health & Beauty > Personal Care > Foot Care > Foot Creams & Balms | none | 0 | SHOES |