Fold 1 - Understanding why coefficient 6 was selected
Tag: SINGER FOOT
Selected Coefficient: 6
Taxonomy Path: 6
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? |
|---|---|---|---|---|---|
| 6 | 1.000000 | 6 | 6 (6) | Yes | |
| 1174 | 1.000000 | 12.14 | 14.12 (14*83 + 12) | No |
These are the training products that have the "SINGER FOOT" tag (processing sequence 5070). 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 |
|---|---|---|---|---|---|---|---|
| 20097 | Straight Stitch Snap-On Foot | 1174 | none | 1168 | Business & Industrial > Industrial Storage Accessories | none | |
| 20058 | Shirring / Gathering Foot - Straight Stitch Single Layer, Slant Shank | 6 | none | 0 | none |