Fold 3 - Understanding why coefficient 150203 was selected
Tag: EU-ONLY
Selected Coefficient: 150203
Taxonomy Path: 24.5.24
Taxonomy Name: Toys & Games > Toys > Toy Gift Baskets
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? |
|---|---|---|---|---|---|
| 150203 | 1.000000 | 24.5.24 | 24.5.24 (24*79^2 + 5*79 + 24) | Toys & Games > Toys > Toy Gift Baskets | Yes |
| 5 | 3.000000 | 5 | 5 (5) | Bundles | No |
These are the training products that have the "EU-ONLY" tag (processing sequence 2076). 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 |
|---|---|---|---|---|---|---|---|
| 17049 | March Guaranteed Goldie - Mystery 3-Pack | 150203 | Toys & Games > Toys > Toy Gift Baskets | none | 0 | none | |
| 17281 | Series 3-Pack - July 2022 | 150203 | Toys & Games > Toys > Toy Gift Baskets | none | 0 | none | |
| 17282 | Series 3-Pack - September 2022 | 150203 | Toys & Games > Toys > Toy Gift Baskets | none | 0 | none | |
| 17280 | Series 3-Pack - August 2022 | 5 | Bundles | none | -150198 | none |