Fold 4 - Understanding why coefficient -27640 was selected
Tag: WEEKEND WEAR
Selected Coefficient: -27640
Taxonomy Path: -1.1.4
Taxonomy Name:
Products with this tag: 4
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 | 1.000000 | -1.1.4 | -4.1.1 (-(4*83^2 + 83 + 1)) | Yes | |
| 1805002 | 3.000000 | 1.1.13.3 | 3.13.1.1 (3*83^3 + 13*83^2 + 83 + 1) | No |
These are the training products that have the "WEEKEND WEAR" tag (processing sequence 3069). 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 |
|---|---|---|---|---|---|---|---|
| 31426 | Anna Patch Cardi | Gray Label - Exclusive Limited Edition | 1805002 | none | 1832642 | CARDIGAN | ||
| 31409 | Chloe Dress - Gray Label | -27640 | SUMMER HUES, MAXI DRESS | 0 | none | ||
| 31478 | Perry Dress | Monochrome Leopard - Gray Label | -27640 | SUMMER HUES, MAXI DRESS | 0 | none | ||
| 31480 | Vivian Dress - Polka Dot | Gray Label | -27640 | SUMMER HUES, MAXI DRESS | 0 | none |