Fold 4 - Understanding why coefficient 510 was selected
Tag: SINGER FOOT
Selected Coefficient: 510
Taxonomy Path: 12.6
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 510 | 0.012048 | 12.6 | 6.12 (6*83 + 12) | Yes | |
| 1174 | 0.024096 | 12.14 | 14.12 (14*83 + 12) | No |
These are the training products that have the "SINGER FOOT" tag (processing sequence 3660). 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 | 664 | none | ||
| 20056 | Shirring / Gathering Foot - Wide Zig-Zag Single Layer, Low Shank | 510 | none | 0 | none | ||
| 20057 | Shirring / Gathering Foot - Straight Stitch Single Layer, Low Shank | 510 | none | 0 | none |