Fold 4 - Understanding why coefficient 7495582 was selected
Tag: FRIENDSHIP
Selected Coefficient: 7495582
Taxonomy Path: 18.4.9.13
Taxonomy Name:
Products with this tag: 6
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 | 1.000000 | 18.4.9.13 | 13.9.4.18 (13*83^3 + 9*83^2 + 4*83 + 18) | Yes | |
| 1150632 | 5.000000 | 3.2.1.2 | 2.1.2.3 (2*83^3 + 6889 + 2*83 + 3) | No |
These are the training products that have the "FRIENDSHIP" tag (processing sequence 2501). 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 |
|---|---|---|---|---|---|---|---|
| 9601 | Sisters & Soulmates Card | 7495582 | none | 0 | CARDS | ||
| 20970 | Hug Greeting Card | 7495582 | none | 0 | GREETING CARDS | ||
| 20971 | Biggest Fan Greeting Card | 7495582 | none | 0 | GREETING CARDS | ||
| 20977 | You Are Amazing Greeting Card | 7495582 | none | 0 | GREETING CARDS, THANK YOU | ||
| 20978 | Sunshine Soul Greeting Card | 7495582 | none | 0 | GREETING CARDS, THANK YOU | ||
| 22620 | Harmony | 1150632 | none | -6344950 | none |