Fold 2 - Understanding why coefficient 15 was selected
Tag: CROSSBODY
Selected Coefficient: 15
Taxonomy Path: 15
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 4
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 | 1.024096 | 15 | 15 (15) | Yes | |
| 845 | 1.024096 | 15.10 | 10.15 (10*83 + 15) | No | |
| 1094 | 1.024096 | 15.13 | 13.15 (13*83 + 15) | No | |
| -1079 | 3.000000 | -0.13 | -13.0 (-(13*83)) | No |
These are the training products that have the "CROSSBODY" tag (processing sequence 4719). 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 |
|---|---|---|---|---|---|---|---|
| 31886 | Monogrammed Gold Clear Purse | 1094 | none | 1079 | none | ||
| 9476 | LUNA: CARAMEL MULTI WAY HANDBAG | 845 | none | 830 | HANDBAG, BAGS, LUNA, AW22 | ||
| 9475 | LUNA: RASPBERRY MULTI WAY HANDBAG | 15 | none | 0 | HANDBAG, BAGS, LUNA, AW22 | ||
| 9860 | Brooklyn | Brown Purse | -1079 | HANDBAGS | -1094 | TRENDING |