Fold 3 - Understanding why coefficient 167 was selected
Tag: SEA
Selected Coefficient: 167
Taxonomy Path: 1.2
Taxonomy Name:
Products with this tag: 2
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| 167 | 0.000000 | 1.2 | 2.1 (2*83 + 1) | Yes |
These are the training products that have the "SEA" tag (processing sequence 1895). 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 |
|---|---|---|---|---|---|---|---|
| 33548 | Bundoran Handmade Keychain | 167 | none | 0 | none | ||
| 33616 | Cillian Keychain | 167 | none | 0 | NAUTICAL ROPE |