Fold 2 - Understanding why coefficient 1118 was selected
Tag: LOW SHANK FOOT
Selected Coefficient: 1118
Taxonomy Path: 12.14
Taxonomy Name: Hardware > Tool Accessories
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 1118 | 0.012658 | 12.14 | 14.12 (14*79 + 12) | Hardware > Tool Accessories | Yes |
| 486 | 0.025316 | 12.6 | 6.12 (6*79 + 12) | Hardware > Hardware Accessories | No |
These are the training products that have the "LOW SHANK FOOT" tag (processing sequence 2482). 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 |
|---|---|---|---|---|---|---|---|
| 20051 | Ruler Foot for Low Shank Machines | 1118 | Hardware > Tool Accessories | none | 0 | none | |
| 20172 | Zig-Zag Foot for Low Shank Machines | 1118 | Hardware > Tool Accessories | none | 0 | none | |
| 20096 | Straight Stitch Foot (Wide) 1/4" - Low Shank Machines | 486 | Hardware > Hardware Accessories | none | -632 | none |