Fold 4 - Understanding why coefficient -239530530 was selected
Tag: CHEST
Selected Coefficient: -239530530
Taxonomy Path: -0.0.76.3.5
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? |
|---|---|---|---|---|---|
| -239530530 | 2.000000 | -0.0.76.3.5 | -5.3.76.0.0 (-(5*83^4 + 3*83^3 + 76*83^2)) | Yes | |
| -110320 | 2.000000 | -13.1.16 | -16.1.13 (-(16*83^2 + 83 + 13)) | No | |
| 596 | 2.000000 | 15.7 | 7.15 (7*83 + 15) | No |
These are the training products that have the "CHEST" tag (processing sequence 6211). 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 |
|---|---|---|---|---|---|---|---|
| 22083 | Front Utility Pack Accessory | 596 | none | 239531126 | none | ||
| 19825 | Elecampane Extract | -110320 | LUNGS, SIMPLE EXTRACTS | 239420210 | none | ||
| 3117 | Kiwiherb Children's Echinature (Organic) | -239530530 | IMMUNE | 0 | none |