Fold 4 - Understanding why coefficient 845 was selected
Tag: HANDBAG
Selected Coefficient: 845
Taxonomy Path: 15.10
Taxonomy Name:
Products with this tag: 12
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| 845 | 0.072289 | 15.10 | 10.15 (10*83 + 15) | Yes | |
| 15 | 0.120482 | 15 | 15 (15) | No | |
| 1094 | 0.120482 | 15.13 | 13.15 (13*83 + 15) | No | |
| 596 | 0.132530 | 15.7 | 7.15 (7*83 + 15) | No | |
| 928 | 0.132530 | 15.11 | 11.15 (11*83 + 15) | No |
These are the training products that have the "HANDBAG" tag (processing sequence 4521). 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 |
|---|---|---|---|---|---|---|---|
| 1453 | Carla | 1094 | none | 249 | none | ||
| 20719 | GOLD ACCENT RATTAN STRAW BAG WITH DIAMOND HANDLE | 1094 | none | 249 | CONTEMPORARY | ||
| 26785 | Vintage Bamboo Woven Handbag | 928 | none | 83 | WOVEN | ||
| 9474 | LUNA: OLIVE MULTI WAY HANDBAG | 845 | none | 0 | BAGS, AW22 | ||
| 9476 | LUNA: CARAMEL MULTI WAY HANDBAG | 845 | none | 0 | BAGS, AW22 | ||
| 24734 | Deadly Ponies | Mr Mini Robin - Black | 845 | none | 0 | BAGS | ||
| 32708 | Crossbody Handbag - Red | 845 | none | 0 | none | ||
| 1455 | Venera | 845 | none | 0 | none | ||
| 5032 | Farrah | 845 | none | 0 | none | ||
| 26736 | Quilted Belt Sling Bum Bag | 596 | none | -249 | none | ||
| 9475 | LUNA: RASPBERRY MULTI WAY HANDBAG | 15 | none | -830 | RASPBERRY, BAGS, AW22 | ||
| 1454 | Madina | 15 | none | -830 | none |