Fold 1 - Understanding why coefficient 1042 was selected
Tag: HANDBAGS
Selected Coefficient: 1042
Taxonomy Path: 15.13
Taxonomy Name: Luggage & Bags > Tote Bags
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? |
|---|---|---|---|---|---|
| 1042 | 1.000000 | 15.13 | 13.15 (13*79 + 15) | Luggage & Bags > Tote Bags | Yes |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "HANDBAGS" tag (processing sequence 1637). 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 |
|---|---|---|---|---|---|---|---|
| 4560 | Udo-Naetochu African Print Leather Shoulder Bag | 1042 | Luggage & Bags > Tote Bags | none | 0 | none | |
| 4561 | Udo-Wensi African Print Leather Shoulder Bag | 1042 | Luggage & Bags > Tote Bags | none | 0 | none | |
| 9860 | Brooklyn | Brown Purse | 0 | CROSSBODY | -1042 | TRENDING |