Fold 4 - Understanding why coefficient 7495582 was selected
Tag: DRESSAGE
Selected Coefficient: 7495582
Taxonomy Path: 18.4.9.13
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| 7495582 | 0.000002 | 18.4.9.13 | 13.9.4.18 (13*83^3 + 9*83^2 + 4*83 + 18) | Yes | |
| 5780221 | 0.000003 | 18.4.9.10 | 10.9.4.18 (10*83^3 + 9*83^2 + 4*83 + 18) | No |
These are the training products that have the "DRESSAGE" tag (processing sequence 3544). 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 |
|---|---|---|---|---|---|---|---|
| 29618 | Serenity - Cow Greetings Card | 7495582 | none | 0 | none | ||
| 29624 | Friesian Power Greetings Card | 7495582 | none | 0 | none | ||
| 29623 | Jump for Britain Greetings Card | 5780221 | none | -1715361 | none |