Fold 0 - Understanding why coefficient 27640 was selected
Tag: SUMMER HUES
Selected Coefficient: 27640
Taxonomy Path: 1.1.4
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| 27640 | 0.000145 | 1.1.4 | 4.1.1 (4*83^2 + 83 + 1) | Yes | |
| 5235724 | 0.000290 | 1.1.13.9 | 9.13.1.1 (9*83^3 + 13*83^2 + 83 + 1) | No |
These are the training products that have the "SUMMER HUES" tag (processing sequence 3650). 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 |
|---|---|---|---|---|---|---|---|
| 31416 | Sienna Linen Cami | Natural - Gray Label | 5235724 | none | 5208084 | PANTS | ||
| 31468 | Orlando Maxi | Gray Label | 27640 | MAXI DRESS, DRESSY | 0 | none | ||
| 31480 | Vivian Dress - Polka Dot | Gray Label | 27640 | MAXI DRESS, DRESSY | 0 | none |