Fold 1 - Understanding why coefficient 167 was selected
Tag: NAUTICAL ROPE
Selected Coefficient: 167
Taxonomy Path: 1.2
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 167 | 1.012048 | 1.2 | 2.1 (2*83 + 1) | Yes | |
| 7222 | 1.024096 | 1.4.1 | 1.4.1 (6889 + 4*83 + 1) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "NAUTICAL ROPE" tag (processing sequence 3062). 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 |
|---|---|---|---|---|---|---|---|
| 33647 | Classic Twisted Rope Handmade Keychain | 7222 | none | 7055 | none | ||
| 33349 | Classic Rope & Braided Green String Handmade Keychain | 167 | none | 0 | none | ||
| 33609 | Lolar Handmade Keychain | 167 | none | 0 | none | ||
| 33616 | Cillian Keychain | 0 | SEA | -167 | none |