Fold 0 - Understanding why coefficient -167 was selected
Tag: KEYCHAIN
Selected Coefficient: -167
Taxonomy Path: -1.2
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? |
|---|---|---|---|---|---|
| -167 | 2.000000 | -1.2 | -2.1 (-(2*83 + 1)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 7058 | 2.000000 | 3.2.1 | 1.2.3 (6889 + 2*83 + 3) | No |
These are the training products that have the "KEYCHAIN" tag (processing sequence 3569). 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 |
|---|---|---|---|---|---|---|---|
| 5131 | Handmade Resin Raven Skull Blue/Purple | 7058 | none | 7225 | SKULL | ||
| 33349 | Classic Rope & Braided Green String Handmade Keychain | 0 | NAUTICAL ROPE | 167 | none | ||
| 33616 | Cillian Keychain | -167 | SEA, NAUTICAL ROPE | 0 | none |