Fold 1 - Understanding why coefficient -3475684 was selected
Tag: SUMMER SHOES
Selected Coefficient: -3475684
Taxonomy Path: -0.72.3.7
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? |
|---|---|---|---|---|---|
| -3475684 | 2.012658 | -0.72.3.7 | -7.3.72.0 (-(7*79^3 + 3*79^2 + 72*79)) | Yes | |
| 0 | 2.012658 | 0 | 0 (0) | No | |
| -56802 | 3.000000 | -1.8.9 | -9.8.1 (-(9*79^2 + 8*79 + 1)) | No | |
| 574252 | 3.000000 | 1.1.13.1 | 1.13.1.1 (493039 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Blouses | No |
These are the training products that have the "SUMMER SHOES" tag (processing sequence 3265). 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 |
|---|---|---|---|---|---|---|---|
| 931 | Gardenia | 574252 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | none | 4049936 | FREE PEOPLEWE THE FREE, TOPSFREE PEOPLE | |
| 991 | Keen Woven | 0 | FREDA SALVADOR | 3475684 | none | ||
| 1009 | Marisa | -56802 | CHIC SANDALS, FREDA SALVADOR | 3418882 | none | ||
| 975 | Jada | -3475684 | WOVEN | 0 | none |