Fold 0 - Understanding why coefficient 1729558 was selected
Tag: HOLIDAY SALE
Selected Coefficient: 1729558
Taxonomy Path: 4.5.2.3
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? |
|---|---|---|---|---|---|
| 1729558 | 2.012048 | 4.5.2.3 | 3.2.5.4 (3*83^3 + 2*83^2 + 5*83 + 4) | Yes | |
| 4 | 2.036145 | 4 | 4 (4) | No | |
| -55611 | 5.000000 | -1.6.8 | -8.6.1 (-(8*83^2 + 6*83 + 1)) | No | |
| 106 | 5.000000 | 23.1 | 1.23 (83 + 23) | No |
These are the training products that have the "HOLIDAY SALE" tag (processing sequence 4600). 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 |
|---|---|---|---|---|---|---|---|
| 18727 | Tiger Rattle | 1729558 | none | 0 | BABY, SHOWER GIFT | ||
| 18755 | Blue Crab Rattle | 1729558 | none | 0 | BABY, SHOWER GIFT | ||
| 18763 | Dino Rattle | 1729558 | none | 0 | BABY, SHOWER GIFT | ||
| 26613 | HK Army Evo "Pro" Metal Speed Feed - Purple/Gold | 106 | none | -1729452 | none | ||
| 18810 | Lamb Mini Nursery Pillow - Grey and White | 4 | none | -1729554 | BABY SHOWER GIFTS | ||
| 18800 | Bright Silicone Teething Ring | -55611 | TEETHING, NECKLACE | -1785169 | NURSING |