Fold 2 - Understanding why coefficient -205819357 was selected
Tag: HAIR
Selected Coefficient: -205819357
Taxonomy Path: -13.5.4.7.8
Taxonomy Name:
Products with this tag: 1
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| -205819357 | 0.000000 | -13.5.4.7.8 | -8.7.4.5.13 (-(8*71^4 + 7*71^3 + 4*71^2 + 5*71 + 13)) | Yes |
These are the training products that have the "HAIR" tag (processing sequence 830). 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 |
|---|---|---|---|---|---|---|---|
| 3107 | Green Trading Organic Amla Capsules - 500mg | -205819357 | ORGANIC, ANTI-AGEING | 0 | NOURISHING, VITAMIN |