Fold 1 - Understanding why coefficient 56588 was selected
Tag: TOYS-FOR-12-24-MONTH-OLDS
Selected Coefficient: 56588
Taxonomy Path: 24.5.9
Taxonomy Name: Toys & Games > Toys > Educational Toys
Products with this tag: 5
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 56588 | 2.000320 | 24.5.9 | 9.5.24 (9*79^2 + 5*79 + 24) | Toys & Games > Toys > Educational Toys | Yes |
| 5473776 | 2.000320 | 24.5.8.11 | 11.8.5.24 (11*79^3 + 8*79^2 + 5*79 + 24) | Toys & Games > Toys > Dolls, Playsets & Toy Figures > Stuffed Animals | No |
| 6946652 | 2.000320 | 24.5.7.14 | 14.7.5.24 (14*79^3 + 7*79^2 + 5*79 + 24) | Toys & Games > Toys > Building Toys > Wooden Blocks | No |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "TOYS-FOR-12-24-MONTH-OLDS" tag (processing sequence 2673). 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 |
|---|---|---|---|---|---|---|---|
| 8085 | Plan Toys Stacking Rocket | 6946652 | Toys & Games > Toys > Building Toys > Wooden Blocks | none | 6890064 | none | |
| 7997 | Gund Grahm Bear 12" | 5473776 | Toys & Games > Toys > Dolls, Playsets & Toy Figures > Stuffed Animals | none | 5417188 | none | |
| 8113 | Plan Toys Stacking Tree | 56588 | Toys & Games > Toys > Educational Toys | none | 0 | none | |
| 7789 | Jellycat Alice Axolotl | 0 | JELLYCAT | -56588 | OVER-25 | ||
| 7790 | Jellycat Sacha Snow Tiger | 0 | JELLYCAT | -56588 | OVER-25 |