Fold 0 - Understanding why coefficient 1853225 was selected
Tag: FADE
Selected Coefficient: 1853225
Taxonomy Path: 1.1.20.3
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| 1853225 | 0.000003 | 1.1.20.3 | 3.20.1.1 (3*83^3 + 20*83^2 + 83 + 1) | Yes | |
| 2425012 | 0.000003 | 1.1.20.4 | 4.20.1.1 (4*83^3 + 20*83^2 + 83 + 1) | No |
These are the training products that have the "FADE" tag (processing sequence 4743). 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 |
|---|---|---|---|---|---|---|---|
| 29886 | Educated&Petty | 2425012 | none | 571787 | none | ||
| 29894 | Byblos | 2425012 | none | 571787 | none | ||
| 29887 | Mixed | 1853225 | none | 0 | none | ||
| 29893 | Gustav Santos | 1853225 | none | 0 | none |