Fold 0 - Understanding why coefficient 10891618 was selected
Tag: KTST
Selected Coefficient: 10891618
Taxonomy Path: 26.1.4.19
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? |
|---|---|---|---|---|---|
| 10891618 | 0.000002 | 26.1.4.19 | 19.4.1.26 (19*83^3 + 4*83^2 + 83 + 26) | Yes | |
| 58921726 | 0.000002 | 26.1.4.20.1 | 1.20.4.1.26 (47458321 + 20*83^3 + 4*83^2 + 83 + 26) | No |
These are the training products that have the "KTST" tag (processing sequence 5027). 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 |
|---|---|---|---|---|---|---|---|
| 17967 | Evolve/ABEC 107mm Street Wheels | 58921726 | none | 48030108 | BUNDLE, STREET XMAS | ||
| 17976 | Street Drive Gears | 10891618 | none | 0 | BUNDLE, STREET XMAS |