Fold 3 - Understanding why coefficient -523254079 was selected
Tag: ADD
Selected Coefficient: -523254079
Taxonomy Path: -1.1.10.2.11
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? |
|---|---|---|---|---|---|
| -523254079 | 1.000000 | -1.1.10.2.11 | -11.2.10.1.1 (-(11*83^4 + 2*83^3 + 10*83^2 + 83 + 1)) | Yes | |
| 0 | 1.000000 | 0 | 0 (0) | No |
These are the training products that have the "ADD" tag (processing sequence 4973). 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 |
|---|---|---|---|---|---|---|---|
| 19749 | Clear Focus Formula | 0 | FOCUS | 523254079 | ROSEMARY | ||
| 27621 | Armadillo Otaku Anime Vintage by DOTC 11oz Mug | -523254079 | WEARING, OFFICE | 0 | HOME, SPECIAL |