Fold 0 - Understanding why coefficient 4371325655 was selected
Tag: BRIDAL SHOWER
Selected Coefficient: 4371325655
Taxonomy Path: 13.3.2.9.9.1
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 4371325655 | 1.000000 | 13.3.2.9.9.1 | 1.9.9.2.3.13 (3939040643 + 9*83^4 + 9*83^3 + 2*83^2 + 3*83 + 13) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "BRIDAL SHOWER" tag (processing sequence 3509). 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 |
|---|---|---|---|---|---|---|---|
| 6284 | Zeta Soft Touch Lip Balm 1 | 4371325655 | none | 0 | SORORITY, GIRLS GIFT | ||
| 6297 | Zeta Soft Touch Lip Balm | 4371325655 | none | 0 | SORORITY, GIRLS GIFT | ||
| 29480 | Dog Drink Wedding Sign Bar Menu | 0 | WEDDING SIGN | -4371325655 | MODERN DECORATION, PETS |