Fold 4 - Understanding why coefficient 2565470 was selected
Tag: MELISSA-DOUG
Selected Coefficient: 2565470
Taxonomy Path: 24.5.16.5
Taxonomy Name: Toys & Games > Toys > Pretend Play > Pretend Professions & Role Playing
Products with this tag: 3
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| 2565470 | 0.000000 | 24.5.16.5 | 5.16.5.24 (5*79^3 + 16*79^2 + 5*79 + 24) | Toys & Games > Toys > Pretend Play > Pretend Professions & Role Playing | Yes |
These are the training products that have the "MELISSA-DOUG" tag (processing sequence 1166). 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 |
|---|---|---|---|---|---|---|---|
| 7527 | Melissa & Doug Fire Chief Role Play Costume Set | 2565470 | Toys & Games > Toys > Pretend Play > Pretend Professions & Role Playing | none | 0 | none | |
| 7557 | Melissa & Doug Doctor Role Play Costume Set | 2565470 | Toys & Games > Toys > Pretend Play > Pretend Professions & Role Playing | none | 0 | none | |
| 7571 | Melissa & Doug Construction Worker Role Play Costume Set | 2565470 | Toys & Games > Toys > Pretend Play > Pretend Professions & Role Playing | none | 0 | none |