Fold 2 - Understanding why coefficient 6 was selected
Tag: SLANT SHANK FOOT
Selected Coefficient: 6
Taxonomy Path: 6
Taxonomy Name: Business & Industrial
Products with this tag: 4
Unique residual values tried: 4
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 | 2.012658 | 6 | 6 (6) | Business & Industrial | Yes |
| 1349 | 2.012658 | 6.17 | 17.6 (17*79 + 6) | Business & Industrial > Manufacturing | No |
| -1330 | 3.000000 | -66.16 | -16.66 (-(16*79 + 66)) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "SLANT SHANK FOOT" tag (processing sequence 3245). 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 |
|---|---|---|---|---|---|---|---|
| 20178 | Zipper Foot - Adjustable, Hinged, Slant Shank | 1349 | Business & Industrial > Manufacturing | none | 1343 | none | |
| 20058 | Shirring / Gathering Foot - Straight Stitch Single Layer, Slant Shank | 6 | Business & Industrial | none | 0 | SINGER FOOT | |
| 20173 | Zig-Zag Foot for Slant Shank Machines | 0 | SLANT FOOT | -6 | none | ||
| 20095 | Straight Stitch Foot (Wide) 1/4" - Slant Shank Machines | -1330 | SLANT FOOT | -1336 | none |