Fold 3 - Understanding why coefficient 3008581 was selected
Tag: CALICO-CRITTERS
Selected Coefficient: 3008581
Taxonomy Path: 24.5.8.6
Taxonomy Name: Toys & Games > Toys > Dolls, Playsets & Toy Figures > Dolls
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? |
|---|---|---|---|---|---|
| 3008581 | 0.000002 | 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 |
| 78443548 | 0.000004 | 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 | No |
These are the training products that have the "CALICO-CRITTERS" tag (processing sequence 2390). 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 |
|---|---|---|---|---|---|---|---|
| 7607 | Calico Critters Toy Poodle Family | 78443548 | Toys & Games > Toys > Dolls, Playsets & Toy Figures > Action & Toy Figures > Animal Figures | none | 75434967 | none | |
| 7622 | Calico Critters Pookie Panda Family | 3008581 | Toys & Games > Toys > Dolls, Playsets & Toy Figures > Dolls | none | 0 | none | |
| 7674 | Calico Critters Chocolate Rabbit Family | 3008581 | Toys & Games > Toys > Dolls, Playsets & Toy Figures > Dolls | none | 0 | none |