Fold 0 - Understanding why coefficient 41999 was selected
Tag: CHIC SANDALS
Selected Coefficient: 41999
Taxonomy Path: 1.8.6
Taxonomy Name:
Products with this tag: 8
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? |
|---|---|---|---|---|---|
| 41999 | 0.000000 | 1.8.6 | 6.8.1 (6*83^2 + 8*83 + 1) | Yes |
These are the training products that have the "CHIC SANDALS" tag (processing sequence 419). 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 |
|---|---|---|---|---|---|---|---|
| 818 | Arizona EVA: Black | 41999 | none | 0 | none | ||
| 819 | Arizona EVA: Gold | 41999 | none | 0 | none | ||
| 820 | Arizona EVA: White | 41999 | none | 0 | none | ||
| 821 | Arizona Soft Footbed: Black | 41999 | none | 0 | none | ||
| 830 | Barbados EVA: Watermelon | 41999 | none | 0 | none | ||
| 938 | Gizeh: Black | 41999 | none | 0 | none | ||
| 954 | Gizeh EVA: Black | 41999 | none | 0 | none | ||
| 1009 | Marisa | 41999 | none | 0 | FREDA SALVADOR, SUMMER SHOES |