Fold 0 - Understanding why coefficient 568 was selected
Tag: GAZZY BY GAZZO
Selected Coefficient: 568
Taxonomy Path: 15.7
Taxonomy Name: Luggage & Bags > Fanny Packs
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? |
|---|---|---|---|---|---|
| 568 | 1.012658 | 15.7 | 7.15 (7*79 + 15) | Luggage & Bags > Fanny Packs | Yes |
| 1042 | 1.012658 | 15.13 | 13.15 (13*79 + 15) | Luggage & Bags > Tote Bags | No |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "GAZZY BY GAZZO" tag (processing sequence 4071). 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 |
|---|---|---|---|---|---|---|---|
| 1470 | Bass Coast x Gazzy Canvas Tote | 1042 | Luggage & Bags > Tote Bags | none | 474 | none | |
| 1472 | Bass Coast x Gazzy Fanny Pack | 568 | Luggage & Bags > Fanny Packs | none | 0 | none | |
| 1471 | Bass Coast x Gazzy Cropped Windbreaker | 0 | JACKETS | -568 | TOPS |