Fold 3 - Understanding why coefficient 56588 was selected
Tag: PLAN-TOYS
Selected Coefficient: 56588
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? |
|---|---|---|---|---|---|
| 56588 | 1.000160 | 24.5.9 | 9.5.24 (9*79^2 + 5*79 + 24) | Toys & Games > Toys > Educational Toys | Yes |
| 6946652 | 1.000320 | 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 |
| 1491998 | 3.000000 | 4.5.2.3 | 3.2.5.4 (3*79^3 + 2*79^2 + 5*79 + 4) | Baby & Toddler > Baby Toys & Activity Equipment > Baby Activity Toys > Rattles | No |
These are the training products that have the "PLAN-TOYS" tag (processing sequence 3254). 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 | |
| 8135 | Plan Toys Roller | 1491998 | Baby & Toddler > Baby Toys & Activity Equipment > Baby Activity Toys > Rattles | none | 1435410 | none | |
| 8113 | Plan Toys Stacking Tree | 56588 | Toys & Games > Toys > Educational Toys | none | 0 | none | |
| 8158 | Plan Toys Chicken Nesting | 56588 | Toys & Games > Toys > Educational Toys | none | 0 | none |