Fold 2 - Understanding why coefficient 3008581 was selected
Tag: TOYS-FOR-12-24-MONTH-OLDS
Selected Coefficient: 3008581
Taxonomy Path: 24.5.8.6
Taxonomy Name: Toys & Games > Toys > Dolls, Playsets & Toy Figures > Dolls
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? |
|---|---|---|---|---|---|
| 3008581 | 3.000162 | 24.5.8.6 | 6.8.5.24 (6*79^3 + 8*79^2 + 5*79 + 24) | Toys & Games > Toys > Dolls, Playsets & Toy Figures > Dolls | Yes |
| 5473776 | 3.000162 | 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 |
| 56588 | 3.000320 | 24.5.9 | 9.5.24 (9*79^2 + 5*79 + 24) | Toys & Games > Toys > Educational Toys | No |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| 1491998 | 5.000000 | 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 "TOYS-FOR-12-24-MONTH-OLDS" tag (processing sequence 3096). 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 |
|---|---|---|---|---|---|---|---|
| 7997 | Gund Grahm Bear 12" | 5473776 | Toys & Games > Toys > Dolls, Playsets & Toy Figures > Stuffed Animals | none | 2465195 | 10-25 | |
| 7749 | Timber Tots Nutnut Family set of 4 | 3008581 | Toys & Games > Toys > Dolls, Playsets & Toy Figures > Dolls | none | 0 | none | |
| 8135 | Plan Toys Roller | 1491998 | Baby & Toddler > Baby Toys & Activity Equipment > Baby Activity Toys > Rattles | none | -1516583 | PLAN-TOYS, 10-25 | |
| 8158 | Plan Toys Chicken Nesting | 56588 | Toys & Games > Toys > Educational Toys | none | -2951993 | PLAN-TOYS | |
| 7789 | Jellycat Alice Axolotl | 0 | JELLYCAT | -3008581 | OVER-25, 10-25 | ||
| 7790 | Jellycat Sacha Snow Tiger | 0 | JELLYCAT | -3008581 | OVER-25 |