Fold 3 - Understanding why coefficient -315108487 was selected
Tag: KT
Selected Coefficient: -315108487
Taxonomy Path: -2.5.9.7.8
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| -315108487 | 2.000000 | -2.5.9.7.8 | -8.7.9.5.2 (-(8*79^4 + 7*79^3 + 9*79^2 + 5*79 + 2)) | Yes | |
| 25179 | 2.000000 | 57.2.4 | 4.2.57 (4*79^2 + 2*79 + 57) | No | |
| 109036745 | 2.000000 | 76.2.12.63.2 | 2.63.12.2.76 (2*79^4 + 63*79^3 + 12*79^2 + 2*79 + 76) | No |
These are the training products that have the "KT" tag (processing sequence 4042). 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 |
|---|---|---|---|---|---|---|---|
| 17953 | Evolve 97mm Street Conversion Kit | 109036745 | STREET WHEELS COLLECTION | 424145232 | none | ||
| 17940 | All Terrain Conversion Kit (175mm / 7inch with 66T) | 25179 | ALL TERRAIN TYRES COLLECTION | 315133666 | HUBS COLLECTION | ||
| 17946 | Bash Guard Kit | -315108487 | PLATE | 0 | none |