Fold 4 - Understanding why coefficient 19 was selected
Tag: SLANT SHANK FOOT
Selected Coefficient: 19
Taxonomy Path: 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? |
|---|---|---|---|---|---|
| 19 | 1.000000 | 19 | 19 (19) | Yes | |
| 109 | 1.000000 | 26.1 | 1.26 (83 + 26) | No |
These are the training products that have the "SLANT SHANK FOOT" tag (processing sequence 5100). 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 |
|---|---|---|---|---|---|---|---|
| 19967 | 1/4" Quilting Foot with Spring - Slant Shank Machines | 109 | none | 90 | none | ||
| 20095 | Straight Stitch Foot (Wide) 1/4" - Slant Shank Machines | 19 | none | 0 | none |