Fold 3 - Understanding why coefficient 1094 was selected
Tag: HANDBAGS
Selected Coefficient: 1094
Taxonomy Path: 15.13
Taxonomy Name:
Products with this tag: 10
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 1094 | 0.060241 | 15.13 | 13.15 (13*83 + 15) | Yes | |
| 845 | 0.084337 | 15.10 | 10.15 (10*83 + 15) | No | |
| 15 | 0.108434 | 15 | 15 (15) | No | |
| 98 | 0.108434 | 15.1 | 1.15 (83 + 15) | No |
These are the training products that have the "HANDBAGS" tag (processing sequence 4500). 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 |
|---|---|---|---|---|---|---|---|
| 25121 | Pelham plaited handle hobo | 1094 | none | 0 | none | ||
| 25105 | Black bucket bag | 1094 | none | 0 | WE LOVE: YES | ||
| 4560 | Udo-Naetochu African Print Leather Shoulder Bag | 1094 | none | 0 | none | ||
| 4561 | Udo-Wensi African Print Leather Shoulder Bag | 1094 | none | 0 | none | ||
| 25131 | Black Leather Quilted Flap Bow Bag | 1094 | none | 0 | none | ||
| 4538 | Enwu-Naetochu Crossbody African Print Leather Bag | 845 | none | -249 | none | ||
| 4539 | Enwu-Wensi Crossbody African Print Leather Bag | 845 | none | -249 | none | ||
| 25116 | Viva Cite monogram shoulder bag | 845 | none | -249 | none | ||
| 24431 | Chanel duma brown leather backpacks | 98 | none | -996 | CHANEL | ||
| 9860 | Brooklyn | Brown Purse | 15 | none | -1079 | TRENDING |