Fold 2 - Understanding why coefficient 5 was selected
Tag: VINYL
Selected Coefficient: 5
Taxonomy Path: 5
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 5 | 3.000000 | 5 | 5 (5) | Yes | |
| 7816 | 3.000000 | 14.11.1 | 1.11.14 (6889 + 11*83 + 14) | No | |
| 41600 | 3.000000 | 17.3.6 | 6.3.17 (6*83^2 + 3*83 + 17) | No | |
| 1275559 | 3.000000 | 15.13.19.2 | 2.19.13.15 (2*83^3 + 19*83^2 + 13*83 + 15) | No |
These are the training products that have the "VINYL" tag (processing sequence 6760). 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 |
|---|---|---|---|---|---|---|---|
| 31748 | Monogrammed Iridescent Visor | 1275559 | BRIDAL PARTY | 1275554 | none | ||
| 8126 | Red (Taylor's Version) (4 Lp) | 41600 | none | 41595 | none | ||
| 31747 | Monogrammed Port Wine Tumbler | 7816 | none | 7811 | none | ||
| 8831 | Valentines Day Bundle Love Day Celebration Valentines 20 Designs Bundle Love Cupid Jesus Cute Valentines SVG Retro True Love Valentine Shirts SVG PNG Cutting Designs Print Sublimation | 5 | none | 0 | none |