Fold 0 - Understanding why coefficient 7058 was selected
Tag: FLAG
Selected Coefficient: 7058
Taxonomy Path: 3.2.1
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? |
|---|---|---|---|---|---|
| 7058 | 2.000000 | 3.2.1 | 1.2.3 (6889 + 2*83 + 3) | Yes | |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| 4663937 | 4.000000 | 1.1.13.8 | 8.13.1.1 (8*83^3 + 13*83^2 + 83 + 1) | No |
These are the training products that have the "FLAG" tag (processing sequence 3923). 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 |
|---|---|---|---|---|---|---|---|
| 25452 | Boriken Symbols Tee (Youth Med - 6XL) | 4663937 | none | 4656879 | none | ||
| 27522 | Democracy Flag | 7058 | none | 0 | none | ||
| 27557 | First Ladies Flag Collage | 7058 | none | 0 | ORIGINALS | ||
| 27559 | Freedom Flag | 7058 | none | 0 | ORIGINALS | ||
| 24561 | Gold Black Queen Bracelets | 0 | BRACELETS | -7058 | SET, MAGIC, QUEEN |