Fold 1 - Understanding why coefficient 661428 was selected
Tag: SUMMER TOP
Selected Coefficient: 661428
Taxonomy Path: 1.1.13.1
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? |
|---|---|---|---|---|---|
| 661428 | 1.000003 | 1.1.13.1 | 1.13.1.1 (571787 + 13*83^2 + 83 + 1) | Yes | |
| 4663937 | 1.000003 | 1.1.13.8 | 8.13.1.1 (8*83^3 + 13*83^2 + 83 + 1) | No | |
| 5235724 | 1.000003 | 1.1.13.9 | 9.13.1.1 (9*83^3 + 13*83^2 + 83 + 1) | No | |
| 606148 | 3.000000 | 82.81.4.1 | 1.4.81.82 (571787 + 4*83^2 + 81*83 + 82) | No |
These are the training products that have the "SUMMER TOP" tag (processing sequence 4906). 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 |
|---|---|---|---|---|---|---|---|
| 32983 | Pickin' Wild Flowers -WS | 5235724 | none | 4574296 | SPRING TOP | ||
| 32945 | Super Soft Basic Tee | 4663937 | none | 4002509 | SPRING TOP, TOPS | ||
| 32785 | Floral Blouse | 661428 | none | 0 | TRAVEL CLOTHES | ||
| 32981 | Floral V Neck Top | 606148 | DRESSES, SPRING DRESS | -55280 | SPRING TOP |