Fold 4 - Understanding why coefficient 62440 was selected
Tag: PLAN-TOYS
Selected Coefficient: 62440
Taxonomy Path: 24.5.9
Taxonomy Name: Toys & Games > Toys > Educational Toys
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 62440 | 1.000145 | 24.5.9 | 9.5.24 (9*83^2 + 5*83 + 24) | Toys & Games > Toys > Educational Toys | Yes |
| 8053680 | 1.000290 | 24.5.7.14 | 14.7.5.24 (14*83^3 + 7*83^2 + 5*83 + 24) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "PLAN-TOYS" tag (processing sequence 4859). 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 | ||
| 8113 | Plan Toys Stacking Tree | 62440 | Toys & Games > Toys > Educational Toys | none | 0 | 10-25 | |
| 8158 | Plan Toys Chicken Nesting | 62440 | Toys & Games > Toys > Educational Toys | none | 0 | none | |
| 8135 | Plan Toys Roller | 0 | AWARD WINNER | -62440 | 10-25 |