Fold 4 - Understanding why coefficient -3901876 was selected
Tag: POOL-TOYS-AND-GAMES
Selected Coefficient: -3901876
Taxonomy Path: -0.2.64.10
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| -3901876 | 0.000000 | -0.2.64.10 | -10.64.2.0 (-(10*71^3 + 64*71^2 + 2*71)) | Yes |
These are the training products that have the "POOL-TOYS-AND-GAMES" tag (processing sequence 1873). 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 |
|---|---|---|---|---|---|---|---|
| 7958 | Prime Time Toys Sharkpedo Underwater Glider | -3901876 | 10-25 | 0 | none |