Fold 2 - Understanding why coefficient -269 was selected
Tag: BRIDAL SHOWER
Selected Coefficient: -269
Taxonomy Path: -20.3
Taxonomy Name:
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| -269 | 1.000000 | -20.3 | -3.20 (-(3*83 + 20)) | Yes | |
| 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) | No |
These are the training products that have the "BRIDAL SHOWER" tag (processing sequence 4930). 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 | 4371325924 | SORORITY, GIRLS GIFT, BRIDAL PARTY, ZETA | ||
| 29480 | Dog Drink Wedding Sign Bar Menu | -269 | WEDDING SIGN, MODERN DECORATION | 0 | PETS |