Fold 1 - Understanding why coefficient 336 was selected
Tag: HOME ESSENTIALS
Selected Coefficient: 336
Taxonomy Path: 4.4
Taxonomy Name: Baby & Toddler > Baby Safety
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? |
|---|---|---|---|---|---|
| 336 | 1.000000 | 4.4 | 4.4 (4*83 + 4) | Baby & Toddler > Baby Safety | Yes |
| 262045 | 1.000000 | 14.3.38 | 38.3.14 (38*83^2 + 3*83 + 14) | No |
These are the training products that have the "HOME ESSENTIALS" tag (processing sequence 5024). 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 |
|---|---|---|---|---|---|---|---|
| 15014 | 3D Butterfly Wall Decor - 24 Pieces | 262045 | none | 261709 | none | ||
| 14998 | Step Stools for Kids - Toddler Step Stool | 336 | Baby & Toddler > Baby Safety | none | 0 | none |