Fold 1 - Understanding why coefficient 7495582 was selected
Tag: FRIENDSHIP
Selected Coefficient: 7495582
Taxonomy Path: 18.4.9.13
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 7495582 | 2.000000 | 18.4.9.13 | 13.9.4.18 (13*83^3 + 9*83^2 + 4*83 + 18) | Yes | |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| 7058 | 4.000000 | 3.2.1 | 1.2.3 (6889 + 2*83 + 3) | No |
These are the training products that have the "FRIENDSHIP" tag (processing sequence 2750). 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 |
|---|---|---|---|---|---|---|---|
| 20970 | Hug 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 | ||
| 22614 | First Day Of School - No Tears, Just Butterflies | 7058 | none | -7488524 | FAMILY | ||
| 9601 | Sisters & Soulmates Card | 0 | CARDS | -7495582 | none |