Fold 3 - Understanding why coefficient 1417 was selected
Tag: SEWING MACHINE FEET
Selected Coefficient: 1417
Taxonomy Path: 6.17
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 1417 | 1.000000 | 6.17 | 17.6 (17*83 + 6) | Yes | |
| 1174 | 3.000000 | 12.14 | 14.12 (14*83 + 12) | No |
These are the training products that have the "SEWING MACHINE FEET" tag (processing sequence 3144). 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 |
|---|---|---|---|---|---|---|---|
| 20019 | Double Shirring / Gathering Foot - Singer Slant Needle Machines | 1417 | none | 0 | none | ||
| 20173 | Zig-Zag Foot for Slant Shank Machines | 1417 | none | 0 | SEWING FEET, SLANT SHANK FOOT | ||
| 20175 | Zig-Zag Satin Stitch Foot - Low Shank Machines | 1417 | none | 0 | none | ||
| 20051 | Ruler Foot for Low Shank Machines | 1174 | none | -243 | none |