Fold 3 - Understanding why coefficient -7495571 was selected
Tag: THANK YOU
Selected Coefficient: -7495571
Taxonomy Path: -7.4.9.13
Taxonomy Name:
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| -7495571 | 1.000000 | -7.4.9.13 | -13.9.4.7 (-(13*83^3 + 9*83^2 + 4*83 + 7)) | Yes | |
| 0 | 1.000000 | 0 | 0 (0) | No |
These are the training products that have the "THANK YOU" tag (processing sequence 5124). 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 |
|---|---|---|---|---|---|---|---|
| 20978 | Sunshine Soul Greeting Card | 0 | GREETING CARDS | 7495571 | none | ||
| 21021 | Thanks A Bunch Greeting Card | -7495571 | GREETING CARDS | 0 | none |