Fold 0 - Understanding why coefficient 3548003 was selected
Tag: SS24
Selected Coefficient: 3548003
Taxonomy Path: 2.2.17.6
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 3548003 | 1.000002 | 2.2.17.6 | 6.17.2.2 (6*83^3 + 17*83^2 + 2*83 + 2) | Yes | |
| 4691577 | 1.000003 | 2.2.17.8 | 8.17.2.2 (8*83^3 + 17*83^2 + 2*83 + 2) | No | |
| 27640 | 3.000000 | 1.1.4 | 4.1.1 (4*83^2 + 83 + 1) | No |
These are the training products that have the "SS24" tag (processing sequence 4893). 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 |
|---|---|---|---|---|---|---|---|
| 19532 | Horizon Collar | 4691577 | none | 1143574 | none | ||
| 19524 | Color Block Martingale Collar Deep Teal Mix | 3548003 | none | 0 | none | ||
| 19525 | Color Block Martingale Collar Salmon Pink Mix | 3548003 | none | 0 | none | ||
| 23390 | Tiered Mabel Dress | Flowering Gum | 27640 | none | -3520363 | CLOTHES |