Fold 2 - Understanding why coefficient 6660 was selected
Tag: EU-ONLY
Selected Coefficient: 6660
Taxonomy Path: 24.5.1
Taxonomy Name: Toys & Games > Toys > Activity Toys
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 6660 | 1.000160 | 24.5.1 | 1.5.24 (6241 + 5*79 + 24) | Toys & Games > Toys > Activity Toys | Yes |
| 150203 | 1.000160 | 24.5.24 | 24.5.24 (24*79^2 + 5*79 + 24) | Toys & Games > Toys > Toy Gift Baskets | No |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "EU-ONLY" tag (processing sequence 3730). 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 |
|---|---|---|---|---|---|---|---|
| 17282 | Series 3-Pack - September 2022 | 150203 | Toys & Games > Toys > Toy Gift Baskets | none | 143543 | none | |
| 16920 | Winter Solstice - Mystery 3-Pack | 6660 | Toys & Games > Toys > Activity Toys | none | 0 | none | |
| 17280 | Series 3-Pack - August 2022 | 0 | none | -6660 | none |