Fold 1 - Understanding why coefficient 144731928 was selected
Tag: MEXICAN
Selected Coefficient: 144731928
Taxonomy Path: 14.11.10.4.3
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 144731928 | 1.000002 | 14.11.10.4.3 | 3.4.10.11.14 (3*83^4 + 4*83^3 + 10*83^2 + 11*83 + 14) | Yes | |
| 383738894 | 1.000002 | 14.11.10.7.8 | 8.7.10.11.14 (8*83^4 + 7*83^3 + 10*83^2 + 11*83 + 14) | No | |
| 2404436 | 2.000000 | 9.2.17.4 | 4.17.2.9 (4*83^3 + 17*83^2 + 2*83 + 9) | No |
These are the training products that have the "MEXICAN" tag (processing sequence 6248). 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 |
|---|---|---|---|---|---|---|---|
| 6571 | Fair Trade Mexican Blue Serving Plates, Set of 2 | 383738894 | none | 239006966 | none | ||
| 6415 | Fair Trade Mexican Round Plates, Set of 2 | 144731928 | none | 0 | none | ||
| 21188 | Takis Fuego Waves 2.5oz | 2404436 | none | -142327492 | none |