Fold 0 - Understanding why coefficient 19020 was selected
Tag: HER-23
Selected Coefficient: 19020
Taxonomy Path: 60.3.3
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 19020 | 2.000000 | 60.3.3 | 3.3.60 (3*79^2 + 3*79 + 60) | Yes | |
| 19198 | 2.000000 | 1.6.3 | 3.6.1 (3*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Bracelets | No |
| 374778 | 2.000000 | 2.4.60 | 60.4.2 (60*79^2 + 4*79 + 2) | No |
These are the training products that have the "HER-23" tag (processing sequence 2417). 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 |
|---|---|---|---|---|---|---|---|
| 16959 | Continue Bracelet | 374778 | MAY2024 | 355758 | BIS-HIDDEN | ||
| 17051 | Here comes the sun Bracelet | 19198 | Apparel & Accessories > Jewelry > Bracelets | none | 178 | Religious & Ceremonial > Religious Items | none |
| 17024 | By Grace Alone Bracelet | 19020 | 062024 | 0 | none |