Fold 0 - Understanding why coefficient 15 was selected
Tag: HANDLE
Selected Coefficient: 15
Taxonomy Path: 15
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? |
|---|---|---|---|---|---|
| 15 | 1.000000 | 15 | 15 (15) | Yes | |
| 510 | 1.000000 | 12.6 | 6.12 (6*83 + 12) | No |
These are the training products that have the "HANDLE" tag (processing sequence 5008). 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 |
|---|---|---|---|---|---|---|---|
| 19920 | Handle for Singer 114W103 and Cornely Chainstitch Machines | 510 | none | 495 | none | ||
| 4507 | VALENTINO GARAVANI MEDIUM CANDYSTUD TOP-HANDLE BAG | 15 | none | 0 | none |