Fold 1 - Understanding why coefficient 81384 was selected
Tag: BOX
Selected Coefficient: 81384
Taxonomy Path: 14.3.13
Taxonomy Name: Home & Garden > Decor > Cardboard Cutouts
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? |
|---|---|---|---|---|---|
| 81384 | 1.000000 | 14.3.13 | 13.3.14 (13*79^2 + 3*79 + 14) | Home & Garden > Decor > Cardboard Cutouts | Yes |
| 2565470 | 1.000000 | 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 | No |
These are the training products that have the "BOX" tag (processing sequence 3249). 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 |
|---|---|---|---|---|---|---|---|
| 13067 | Pawsome Party Adoption Box Party Favor | 3 ct | 2565470 | Toys & Games > Toys > Pretend Play > Pretend Professions & Role Playing | none | 2484086 | none | |
| 13089 | Princess Castle Party Favor Boxes | 8 ct | 81384 | Home & Garden > Decor > Cardboard Cutouts | none | 0 | none |