Fold 1 - Understanding why coefficient 62440 was selected
Tag: TOYS-FOR-12-24-MONTH-OLDS
Selected Coefficient: 62440
Taxonomy Path: 24.5.9
Taxonomy Name: Toys & Games > Toys > Educational Toys
Products with this tag: 6
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| 62440 | 3.000290 | 24.5.9 | 9.5.24 (9*83^2 + 5*83 + 24) | Toys & Games > Toys > Educational Toys | Yes |
| 6345208 | 3.000290 | 24.5.8.11 | 11.8.5.24 (11*83^3 + 8*83^2 + 5*83 + 24) | No | |
| 8053680 | 3.000290 | 24.5.7.14 | 14.7.5.24 (14*83^3 + 7*83^2 + 5*83 + 24) | No | |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| 1729558 | 5.000000 | 4.5.2.3 | 3.2.5.4 (3*83^3 + 2*83^2 + 5*83 + 4) | No |
These are the training products that have the "TOYS-FOR-12-24-MONTH-OLDS" tag (processing sequence 4669). 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 | 8053680 | none | 7991240 | none | ||
| 7997 | Gund Grahm Bear 12" | 6345208 | none | 6282768 | 10-25 | ||
| 8135 | Plan Toys Roller | 1729558 | none | 1667118 | 10-25 | ||
| 8113 | Plan Toys Stacking Tree | 62440 | Toys & Games > Toys > Educational Toys | none | 0 | 10-25 | |
| 7789 | Jellycat Alice Axolotl | 0 | JELLYCAT | -62440 | OVER-25, 10-25 | ||
| 7790 | Jellycat Sacha Snow Tiger | 0 | JELLYCAT | -62440 | 50-75, OVER-25 |