Fold 1 - Understanding why coefficient 661428 was selected
Tag: SUMMER TOPS
Selected Coefficient: 661428
Taxonomy Path: 1.1.13.1
Taxonomy Name:
Products with this tag: 6
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 | 2.000003 | 1.1.13.1 | 1.13.1.1 (571787 + 13*83^2 + 83 + 1) | Yes | |
| 4663937 | 2.000005 | 1.1.13.8 | 8.13.1.1 (8*83^3 + 13*83^2 + 83 + 1) | No | |
| 5235724 | 2.000005 | 1.1.13.9 | 9.13.1.1 (9*83^3 + 13*83^2 + 83 + 1) | No | |
| 0 | 4.000000 | 0 | 0 (0) | No |
These are the training products that have the "SUMMER TOPS" tag (processing sequence 3453). 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 |
|---|---|---|---|---|---|---|---|
| 32944 | Ribbed Sweater Tank - Ivory | 5235724 | none | 4574296 | TANK TOP, SPRING TOP | ||
| 976 | Jeanny Top | 4663937 | none | 4002509 | SHORT SLEEVES | ||
| 840 | Bridgette - Blue | 661428 | none | 0 | none | ||
| 32984 | Starry Days - WS | 661428 | none | 0 | TANK TOP, SPRING TOP | ||
| 834 | Bina -Red | 0 | FUN SUMMER COLORS | -661428 | SUMMER OUTFIT | ||
| 931 | Gardenia | 0 | FUN SUMMER COLORS | -661428 | TOPSFREE PEOPLE, SUMMER SHOES |