Fold 2 - Understanding why coefficient 39493467 was selected
Tag: COLLECTIBLES
Selected Coefficient: 39493467
Taxonomy Path: 24.5.8.1.1
Taxonomy Name: Toys & Games > Toys > Dolls, Playsets & Toy Figures > Action & Toy Figures > Action Figures
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 39493467 | 0.000002 | 24.5.8.1.1 | 1.1.8.5.24 (38950081 + 493039 + 8*79^2 + 5*79 + 24) | Toys & Games > Toys > Dolls, Playsets & Toy Figures > Action & Toy Figures > Action Figures | Yes |
| 3008581 | 0.000006 | 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 "COLLECTIBLES" tag (processing sequence 1027). 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 |
|---|---|---|---|---|---|---|---|
| 5094 | *PRE ORDER* CUSTOM EDITION Wedding Gallavich | 39493467 | Toys & Games > Toys > Dolls, Playsets & Toy Figures > Action & Toy Figures > Action Figures | none | 0 | none | |
| 5095 | *PRE ORDER* CUSTOM EDITION The Shield Curtis Lemansky | 39493467 | Toys & Games > Toys > Dolls, Playsets & Toy Figures > Action & Toy Figures > Action Figures | none | 0 | none | |
| 5120 | *IN STOCK* CUSTOM EDITION Prison Gallavich | 39493467 | Toys & Games > Toys > Dolls, Playsets & Toy Figures > Action & Toy Figures > Action Figures | none | 0 | none | |
| 5304 | LIVING DEAD DOLLS SILENT HILL 2 BUBBLE HEAD NURSE | 3008581 | Toys & Games > Toys > Dolls, Playsets & Toy Figures > Dolls | none | -36484886 | none |