Fold 2 - Understanding why coefficient 1836 was selected
Tag: SOFA
Selected Coefficient: 1836
Taxonomy Path: 10.22
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? |
|---|---|---|---|---|---|
| 1836 | 0.012048 | 10.22 | 22.10 (22*83 + 10) | Yes | |
| 28396 | 0.012048 | 10.10.4 | 4.10.10 (4*83^2 + 10*83 + 10) | No |
These are the training products that have the "SOFA" tag (processing sequence 5052). 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 |
|---|---|---|---|---|---|---|---|
| 32719 | Mid Century Set -Economy-816 | 28396 | none | 26560 | ARM CHAIR | ||
| 13344 | Cali Teak Sofa | 1836 | none | 0 | none |