Fold 1 - Understanding why coefficient 62666 was selected
Tag: SUMMER SHOES
Selected Coefficient: 62666
Taxonomy Path: 1.8.9
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? |
|---|---|---|---|---|---|
| 62666 | 2.000000 | 1.8.9 | 9.8.1 (9*83^2 + 8*83 + 1) | Yes | |
| -1322856 | 3.000000 | -2.2.26.2 | -2.26.2.2 (-(2*83^3 + 26*83^2 + 2*83 + 2)) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "SUMMER SHOES" tag (processing sequence 4905). 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 |
|---|---|---|---|---|---|---|---|
| 975 | Jada | 62666 | none | 0 | WOVEN | ||
| 991 | Keen Woven | 62666 | none | 0 | none | ||
| 1006 | Maria | 0 | CHIC SANDALS | -62666 | SUMMER OUTFIT | ||
| 931 | Gardenia | -1322856 | FUN SUMMER COLORS, SUMMER TOPS, TOPSFREE PEOPLE | -1385522 | none |