Fold 0 - Understanding why coefficient 4038007 was selected
Tag: WEDGES & HEELS
Selected Coefficient: 4038007
Taxonomy Path: 1.1.15.8
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 4038007 | 2.000000 | 1.1.15.8 | 8.15.1.1 (8*79^3 + 15*79^2 + 79 + 1) | Yes | |
| -50561 | 3.000000 | -1.8.8 | -8.8.1 (-(8*79^2 + 8*79 + 1)) | No | |
| 12482 | 3.000000 | 0.0.2 | 2.0.0 (2*79^2) | No |
These are the training products that have the "WEDGES & HEELS" tag (processing sequence 3072). 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 |
|---|---|---|---|---|---|---|---|
| 9757 | Clue Gold Wedge | 4038007 | SHOES | 0 | none | ||
| 9767 | Clue Nude Wedge | 4038007 | SHOES | 0 | none | ||
| 9743 | Morgen Wedge White | 12482 | 2023LAUNCH, SHOES | -4025525 | none | ||
| 9724 | Magic White Sandal | -50561 | SANDALS, 2023LAUNCH, SHOES | -4088568 | none |