Fold 0 - Understanding why coefficient 805 was selected
Tag: HANDBAGS
Selected Coefficient: 805
Taxonomy Path: 15.10
Taxonomy Name: Luggage & Bags > Messenger Bags
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 805 | 0.025316 | 15.10 | 10.15 (10*79 + 15) | Luggage & Bags > Messenger Bags | Yes |
| 15 | 0.037975 | 15 | 15 (15) | Luggage & Bags | No |
| 1042 | 0.037975 | 15.13 | 13.15 (13*79 + 15) | Luggage & Bags > Tote Bags | No |
These are the training products that have the "HANDBAGS" tag (processing sequence 1639). 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 |
|---|---|---|---|---|---|---|---|
| 4561 | Udo-Wensi African Print Leather Shoulder Bag | 1042 | Luggage & Bags > Tote Bags | none | 237 | none | |
| 4538 | Enwu-Naetochu Crossbody African Print Leather Bag | 805 | Luggage & Bags > Messenger Bags | none | 0 | none | |
| 4539 | Enwu-Wensi Crossbody African Print Leather Bag | 805 | Luggage & Bags > Messenger Bags | none | 0 | none | |
| 9860 | Brooklyn | Brown Purse | 15 | Luggage & Bags | none | -790 | TRENDING |