Fold 0 - Understanding why coefficient 351 was selected
Tag: KLAVIYO - BOARD BUILDER
Selected Coefficient: 351
Taxonomy Path: 19.4
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 351 | 1.000000 | 19.4 | 4.19 (4*83 + 19) | Yes | |
| 192231011 | 3.000000 | 23.4.16.4.4 | 4.4.16.4.23 (4*83^4 + 4*83^3 + 16*83^2 + 4*83 + 23) | Sporting Goods > Outdoor Recreation > Skateboarding > Skateboard Parts > Skateboard Wheels | No |
These are the training products that have the "KLAVIYO - BOARD BUILDER" tag (processing sequence 3020). 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 |
|---|---|---|---|---|---|---|---|
| 17896 | Wheel Choice - Hadean street | 192231011 | Sporting Goods > Outdoor Recreation > Skateboarding > Skateboard Parts > Skateboard Wheels | none | 192230660 | none | |
| 17894 | Phaze Remote choice | 351 | none | 0 | none | ||
| 17914 | Carbon - Hadean Battery Choice | 351 | none | 0 | none | ||
| 17915 | Bamboo - Hadean Battery Choice | 351 | none | 0 | none |