Fold 0 - Understanding why coefficient -243 was selected
Tag: LOW SHANK FOOT
Selected Coefficient: -243
Taxonomy Path: -77.2
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| -243 | 2.000000 | -77.2 | -2.77 (-(2*83 + 77)) | Yes | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 510 | 3.000000 | 12.6 | 6.12 (6*83 + 12) | No |
These are the training products that have the "LOW SHANK FOOT" tag (processing sequence 4789). 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 |
|---|---|---|---|---|---|---|---|
| 20096 | Straight Stitch Foot (Wide) 1/4" - Low Shank Machines | 510 | none | 753 | none | ||
| 20175 | Zig-Zag Satin Stitch Foot - Low Shank Machines | 0 | SEWING MACHINE FEET | 243 | none | ||
| 20051 | Ruler Foot for Low Shank Machines | -243 | SEWING MACHINE FEET | 0 | none | ||
| 20172 | Zig-Zag Foot for Low Shank Machines | -243 | SEWING MACHINE FEET | 0 | none |