Fold 4 - Understanding why coefficient 1174 was selected
Tag: LOW SHANK FOOT
Selected Coefficient: 1174
Taxonomy Path: 12.14
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? |
|---|---|---|---|---|---|
| 1174 | 1.000000 | 12.14 | 14.12 (14*83 + 12) | Yes | |
| 1417 | 1.000000 | 6.17 | 17.6 (17*83 + 6) | No |
These are the training products that have the "LOW SHANK FOOT" tag (processing sequence 5037). 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 |
|---|---|---|---|---|---|---|---|
| 20177 | Zipper Foot - Adjustable, Hinged, Low Shank | 1417 | none | 243 | none | ||
| 20172 | Zig-Zag Foot for Low Shank Machines | 1174 | none | 0 | none |