Fold 3 - Understanding why coefficient 51221980 was selected
Tag: 12 MONTHS
Selected Coefficient: 51221980
Taxonomy Path: 24.5.8.1.2
Taxonomy Name: Toys & Games > Toys > Dolls, Playsets & Toy Figures > Action & Toy Figures > Animal Figures
Products with this tag: 3
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 51221980 | 0.000198 | 24.5.8.1.2 | 2.1.8.5.24 (2*71^4 + 357911 + 8*71^2 + 5*71 + 24) | Toys & Games > Toys > Dolls, Playsets & Toy Figures > Action & Toy Figures > Animal Figures | Yes |
| 5420 | 0.000397 | 24.5.1 | 1.5.24 (5041 + 5*71 + 24) | Toys & Games > Toys > Activity Toys | No |
These are the training products that have the "12 MONTHS" tag (processing sequence 252). 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 |
|---|---|---|---|---|---|---|---|
| 2746 | Peter Rabbit Pull Along Toy | 51221980 | Toys & Games > Toys > Dolls, Playsets & Toy Figures > Action & Toy Figures > Animal Figures | none | 0 | PETER RABBIT | |
| 2748 | Winnie The Pooh Pull Along Toy | 51221980 | Toys & Games > Toys > Dolls, Playsets & Toy Figures > Action & Toy Figures > Animal Figures | none | 0 | none | |
| 2747 | Peter Rabbit Push Along Toy | 5420 | Toys & Games > Toys > Activity Toys | none | -51216560 | CHRISTMAS GIFT, PETER RABBIT |