Fold 2 - Understanding why coefficient -2559071 was selected
Tag: TOYS-FOR-12-24-MONTH-OLDS
Selected Coefficient: -2559071
Taxonomy Path: -24.3.15.5
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -2559071 | 3.000000 | -24.3.15.5 | -5.15.3.24 (-(5*79^3 + 15*79^2 + 3*79 + 24)) | Yes | |
| -100536 | 3.000000 | -48.8.16 | -16.8.48 (-(16*79^2 + 8*79 + 48)) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 3008581 | 3.000000 | 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 | No |
These are the training products that have the "TOYS-FOR-12-24-MONTH-OLDS" tag (processing sequence 2913). 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 |
|---|---|---|---|---|---|---|---|
| 7749 | Timber Tots Nutnut Family set of 4 | 3008581 | Toys & Games > Toys > Dolls, Playsets & Toy Figures > Dolls | none | 5567652 | UNDER-10 | |
| 8085 | Plan Toys Stacking Rocket | 0 | 25-50, PLAN-TOYS | 2559071 | none | ||
| 7789 | Jellycat Alice Axolotl | -100536 | 10-25, 25-50, JELLYCAT, OVER-25 | 2458535 | none | ||
| 7790 | Jellycat Sacha Snow Tiger | -2559071 | 25-50, 50-75, JELLYCAT, OVER-25 | 0 | none |