Fold 0 - Understanding why coefficient -69983 was selected
Tag: WALL
Selected Coefficient: -69983
Taxonomy Path: -14.13.10
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| -69983 | 1.000000 | -14.13.10 | -10.13.14 (-(10*83^2 + 13*83 + 14)) | Yes | |
| 344713 | 1.000000 | 14.3.50 | 50.3.14 (50*83^2 + 3*83 + 14) | No |
These are the training products that have the "WALL" tag (processing sequence 5114). 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 |
|---|---|---|---|---|---|---|---|
| 29528 | Personalized Pantry Sign | 344713 | none | 414696 | none | ||
| 2679 | LED Modern Double Wall Sconce Indoor Lights - Up/Down | -69983 | LIGHTS, LIGHTING | 0 | HOME |