Fold 2 - Understanding why coefficient 596 was selected
Tag: HANDBAG
Selected Coefficient: 596
Taxonomy Path: 15.7
Taxonomy Name:
Products with this tag: 7
Unique residual values tried: 6
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? |
|---|---|---|---|---|---|
| 596 | 3.036145 | 15.7 | 7.15 (7*83 + 15) | Yes | |
| 15 | 3.036145 | 15 | 15 (15) | No | |
| 845 | 3.036145 | 15.10 | 10.15 (10*83 + 15) | No | |
| 1094 | 3.036145 | 15.13 | 13.15 (13*83 + 15) | No | |
| 0 | 4.012048 | 0 | 0 (0) | No | |
| 830 | 4.024096 | 0.10 | 10.0 (10*83) | No |
These are the training products that have the "HANDBAG" tag (processing sequence 6497). 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 | 498 | none | ||
| 1455 | Venera | 845 | none | 249 | none | ||
| 9476 | LUNA: CARAMEL MULTI WAY HANDBAG | 830 | CROSSBODY | 234 | BAGS, LUNA, AW22 | ||
| 26736 | Quilted Belt Sling Bum Bag | 596 | none | 0 | none | ||
| 1454 | Madina | 15 | none | -581 | none | ||
| 9475 | LUNA: RASPBERRY MULTI WAY HANDBAG | 0 | CROSSBODY | -596 | BAGS, LUNA, AW22 | ||
| 20719 | GOLD ACCENT RATTAN STRAW BAG WITH DIAMOND HANDLE | 0 | CONTEMPORARY | -596 | none |