Fold 3 - Understanding why coefficient 178 was selected
Tag: PROTECTION
Selected Coefficient: 178
Taxonomy Path: 20.2
Taxonomy Name: Religious & Ceremonial > Religious Items
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? |
|---|---|---|---|---|---|
| 178 | 1.000000 | 20.2 | 2.20 (2*79 + 20) | Religious & Ceremonial > Religious Items | Yes |
| 43412501 | 1.000000 | 26.1.4.9.1 | 1.9.4.1.26 (38950081 + 9*79^3 + 4*79^2 + 79 + 26) | Vehicles & Parts > Vehicle Parts & Accessories > Motor Vehicle Parts > Motor Vehicle Frame & Body Parts > Bumpers | No |
These are the training products that have the "PROTECTION" tag (processing sequence 3375). 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 |
|---|---|---|---|---|---|---|---|
| 17962 | Nose Guard | 43412501 | Vehicles & Parts > Vehicle Parts & Accessories > Motor Vehicle Parts > Motor Vehicle Frame & Body Parts > Bumpers | none | 43412323 | PLACCDLR | |
| 14106 | St Christopher Medal, Motorists & Travel Patron Saint | 178 | Religious & Ceremonial > Religious Items | none | 0 | none |