Fold 2 - Understanding why coefficient 15 was selected
Tag: HANDBAGS
Selected Coefficient: 15
Taxonomy Path: 15
Taxonomy Name: Luggage & Bags
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| 15 | 0.014085 | 15 | 15 (15) | Luggage & Bags | Yes |
| 938 | 0.014085 | 15.13 | 13.15 (13*71 + 15) | Luggage & Bags > Tote Bags | No |
These are the training products that have the "HANDBAGS" tag (processing sequence 1379). 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 | 938 | Luggage & Bags > Tote Bags | none | 923 | none | |
| 9860 | Brooklyn | Brown Purse | 15 | Luggage & Bags | none | 0 | none |