Fold 2 - Understanding why coefficient 586904 was selected
Tag: BATH AND BEAUTY
Selected Coefficient: 586904
Taxonomy Path: 13.3.15.1
Taxonomy Name: Health & Beauty > Personal Care > Sleeping Aids > Eye Masks
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? |
|---|---|---|---|---|---|
| 586904 | 0.000000 | 13.3.15.1 | 1.15.3.13 (493039 + 15*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Sleeping Aids > Eye Masks | Yes |
These are the training products that have the "BATH AND BEAUTY" tag (processing sequence 1392). 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 |
|---|---|---|---|---|---|---|---|
| 17753 | Luxe Satin Sleeping Mask - Berry | 586904 | Health & Beauty > Personal Care > Sleeping Aids > Eye Masks | none | 0 | none |