Fold 3 - Understanding why coefficient 1349 was selected
Tag: SEWING MACHINE FEET
Selected Coefficient: 1349
Taxonomy Path: 6.17
Taxonomy Name: Business & Industrial > Manufacturing
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 1349 | 2.000000 | 6.17 | 17.6 (17*79 + 6) | Business & Industrial > Manufacturing | Yes |
| 1118 | 3.000000 | 12.14 | 14.12 (14*79 + 12) | Hardware > Tool Accessories | No |
These are the training products that have the "SEWING MACHINE FEET" tag (processing sequence 2715). 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 |
|---|---|---|---|---|---|---|---|
| 19992 | 1/4" Quilting Foot with Spring Edge - Slant Machines | 1349 | Business & Industrial > Manufacturing | none | 0 | none | |
| 20019 | Double Shirring / Gathering Foot - Singer Slant Needle Machines | 1349 | Business & Industrial > Manufacturing | none | 0 | none | |
| 20175 | Zig-Zag Satin Stitch Foot - Low Shank Machines | 1349 | Business & Industrial > Manufacturing | none | 0 | none | |
| 20051 | Ruler Foot for Low Shank Machines | 1118 | Hardware > Tool Accessories | none | -231 | none | |
| 20172 | Zig-Zag Foot for Low Shank Machines | 1118 | Hardware > Tool Accessories | none | -231 | SEWING FEET |