Fold 2 - Understanding why coefficient 5473776 was selected
Tag: JELLYCAT
Selected Coefficient: 5473776
Taxonomy Path: 24.5.8.11
Taxonomy Name: Toys & Games > Toys > Dolls, Playsets & Toy Figures > Stuffed Animals
Products with this tag: 4
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| 5473776 | 0.000000 | 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 | Yes |
These are the training products that have the "JELLYCAT" tag (processing sequence 1081). 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 |
|---|---|---|---|---|---|---|---|
| 7789 | Jellycat Alice Axolotl | 5473776 | Toys & Games > Toys > Dolls, Playsets & Toy Figures > Stuffed Animals | none | 0 | TOYS-FOR-12-24-MONTH-OLDS, OVER-25, 10-25 | |
| 7790 | Jellycat Sacha Snow Tiger | 5473776 | Toys & Games > Toys > Dolls, Playsets & Toy Figures > Stuffed Animals | none | 0 | TOYS-FOR-12-24-MONTH-OLDS, OVER-25 | |
| 10837 | Bo Bigfoot | 5473776 | Toys & Games > Toys > Dolls, Playsets & Toy Figures > Stuffed Animals | none | 0 | none | |
| 10862 | Yani Yeti | 5473776 | Toys & Games > Toys > Dolls, Playsets & Toy Figures > Stuffed Animals | none | 0 | none |