Fold 2 - Understanding why coefficient 2029366 was selected
Tag: LIGHTS
Selected Coefficient: 2029366
Taxonomy Path: 14.13.9.4
Taxonomy Name: Home & Garden > Lighting > Lighting Fixtures > Wall Light Fixtures
Products with this tag: 1
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? |
|---|---|---|---|---|---|
| 2029366 | 0.000000 | 14.13.9.4 | 4.9.13.14 (4*79^3 + 9*79^2 + 13*79 + 14) | Home & Garden > Lighting > Lighting Fixtures > Wall Light Fixtures | Yes |
These are the training products that have the "LIGHTS" tag (processing sequence 1508). 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 |
|---|---|---|---|---|---|---|---|
| 2679 | LED Modern Double Wall Sconce Indoor Lights - Up/Down | 2029366 | Home & Garden > Lighting > Lighting Fixtures > Wall Light Fixtures | none | 0 | HOME |