Fold 2 - Understanding why coefficient 486 was selected
Tag: 222
Selected Coefficient: 486
Taxonomy Path: 12.6
Taxonomy Name: Hardware > Hardware Accessories
Products with this tag: 2
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 486 | 1.000000 | 12.6 | 6.12 (6*79 + 12) | Hardware > Hardware Accessories | Yes |
| 1349 | 1.000000 | 6.17 | 17.6 (17*79 + 6) | Business & Industrial > Manufacturing | No |
These are the training products that have the "222" tag (processing sequence 3271). 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 |
|---|---|---|---|---|---|---|---|
| 2153 | Badeco® Head Only for Hammer Handpiece | 1349 | Business & Industrial > Manufacturing | none | 863 | none | |
| 20009 | Singer Featherweight 221 Striated Face Plate | 486 | Hardware > Hardware Accessories | none | 0 | none |