Fold 0 - Understanding why coefficient 15 was selected
Tag: CROSSBODY
Selected Coefficient: 15
Taxonomy Path: 15
Taxonomy Name: Luggage & 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? |
|---|---|---|---|---|---|
| 15 | 2.000000 | 15 | 15 (15) | Luggage & Bags | Yes |
| 443665 | 2.014085 | 57.0.17.1 | 1.17.0.57 (357911 + 17*71^2 + 57) | No | |
| 444375 | 2.014085 | 57.10.17.1 | 1.17.10.57 (357911 + 17*71^2 + 10*71 + 57) | No |
These are the training products that have the "CROSSBODY" tag (processing sequence 996). 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 |
|---|---|---|---|---|---|---|---|
| 9474 | LUNA: OLIVE MULTI WAY HANDBAG | 444375 | HANDBAG, BAGS | 444360 | none | ||
| 9475 | LUNA: RASPBERRY MULTI WAY HANDBAG | 443665 | HANDBAG, BAGS | 443650 | none | ||
| 4507 | VALENTINO GARAVANI MEDIUM CANDYSTUD TOP-HANDLE BAG | 15 | Luggage & Bags | none | 0 | none | |
| 9860 | Brooklyn | Brown Purse | 15 | Luggage & Bags | none | 0 | HANDBAGS |