Fold 1 - Understanding why coefficient 1042 was selected
Tag: SATCHEL HANDBAGS
Selected Coefficient: 1042
Taxonomy Path: 15.13
Taxonomy Name: Luggage & Bags > Tote Bags
Products with this tag: 6
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 | 0.012658 | 15.13 | 13.15 (13*79 + 15) | Luggage & Bags > Tote Bags | Yes |
| 15 | 0.063291 | 15 | 15 (15) | Luggage & Bags | No |
These are the training products that have the "SATCHEL HANDBAGS" tag (processing sequence 2545). 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 |
|---|---|---|---|---|---|---|---|
| 11403 | Large Luxury Designer Handbag | 1042 | Luggage & Bags > Tote Bags | none | 0 | none | |
| 11413 | Luxury Crocodile Pattern Genuine Leather Tote Handbag | 1042 | Luggage & Bags > Tote Bags | none | 0 | none | |
| 11416 | Alligator Pattern Leather Handbag | 1042 | Luggage & Bags > Tote Bags | none | 0 | none | |
| 11430 | Letter Designer Leather Tote Handbag | 1042 | Luggage & Bags > Tote Bags | none | 0 | none | |
| 11432 | Large Genuine Leather Tote Handbag | 1042 | Luggage & Bags > Tote Bags | none | 0 | none | |
| 11406 | Saddlebag Crossbody Handbag | 15 | Luggage & Bags | none | -1027 | none |