Fold 4 - Understanding why coefficient 270 was selected
Tag: AWARDS
Selected Coefficient: 270
Taxonomy Path: 21.3
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 270 | 1.000145 | 21.3 | 3.21 (3*83 + 21) | Yes | |
| 7159 | 1.000145 | 21.3.1 | 1.3.21 (6889 + 3*83 + 21) | No | |
| 27906 | 2.000000 | 18.4.4 | 4.4.18 (4*83^2 + 4*83 + 18) | No |
These are the training products that have the "AWARDS" tag (processing sequence 6192). 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 |
|---|---|---|---|---|---|---|---|
| 10653 | Distance Learning Superstar Star Brag Tags Classroom Rewards - Pack of 10 | 27906 | none | 27636 | none | ||
| 21844 | 2023 Trifecta Award Bundle | 7159 | none | 6889 | none | ||
| 21841 | Top New Venture Award | 270 | none | 0 | none |