Fold 3 - Understanding why coefficient 78443548 was selected
Tag: DINOSAUR
Selected Coefficient: 78443548
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: 1
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? |
|---|---|---|---|---|---|
| 78443548 | 0.000000 | 24.5.8.1.2 | 2.1.8.5.24 (2*79^4 + 493039 + 8*79^2 + 5*79 + 24) | Toys & Games > Toys > Dolls, Playsets & Toy Figures > Action & Toy Figures > Animal Figures | Yes |
These are the training products that have the "DINOSAUR" tag (processing sequence 1219). 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 |
|---|---|---|---|---|---|---|---|
| 13224 | Dinosaur Grabber Assorted Colors 7.8" | 1 ct | 78443548 | Toys & Games > Toys > Dolls, Playsets & Toy Figures > Action & Toy Figures > Animal Figures | none | 0 | none |