Fold 3 - Understanding why coefficient 486 was selected
Tag: SEWING FEET
Selected Coefficient: 486
Taxonomy Path: 12.6
Taxonomy Name: Hardware > Hardware Accessories
Products with this tag: 8
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| 486 | 3.012658 | 12.6 | 6.12 (6*79 + 12) | Hardware > Hardware Accessories | Yes |
| 1118 | 3.050633 | 12.14 | 14.12 (14*79 + 12) | Hardware > Tool Accessories | No |
| -231 | 6.012658 | -73.2 | -2.73 (-(2*79 + 73)) | No | |
| 6 | 6.012658 | 6 | 6 (6) | Business & Industrial | No |
| 18819 | 7.000000 | 17.1.3 | 3.1.17 (3*79^2 + 79 + 17) | Media > Books > Print Books | No |
These are the training products that have the "SEWING FEET" tag (processing sequence 3054). 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 |
|---|---|---|---|---|---|---|---|
| 19924 | I Love to Sew with My Feet (Exploring Your Sewing Machine Presser Feet) - CD Included | 18819 | Media > Books > Print Books | none | 18333 | none | |
| 20094 | Straight Stitch Foot (Wide) 1/4" - High Shank Machines | 1118 | Hardware > Tool Accessories | none | 632 | none | |
| 20057 | Shirring / Gathering Foot - Straight Stitch Single Layer, Low Shank | 486 | Hardware > Hardware Accessories | none | 0 | none | |
| 20056 | Shirring / Gathering Foot - Wide Zig-Zag Single Layer, Low Shank | 486 | Hardware > Hardware Accessories | none | 0 | none | |
| 20096 | Straight Stitch Foot (Wide) 1/4" - Low Shank Machines | 486 | Hardware > Hardware Accessories | none | 0 | none | |
| 20174 | Zig-Zag Foot - High Shank Machines | 486 | Hardware > Hardware Accessories | none | 0 | none | |
| 20058 | Shirring / Gathering Foot - Straight Stitch Single Layer, Slant Shank | 6 | Business & Industrial | none | -480 | SLANT SHANK FOOT | |
| 20172 | Zig-Zag Foot for Low Shank Machines | -231 | SEWING MACHINE FEET | -717 | none |