Fold 0 - Understanding why coefficient -110320 was selected
Tag: FERTILITY
Selected Coefficient: -110320
Taxonomy Path: -13.1.16
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? |
|---|---|---|---|---|---|
| -110320 | 2.000000 | -13.1.16 | -16.1.13 (-(16*83^2 + 83 + 13)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 21166 | 2.000000 | 1.6.3 | 3.6.1 (3*83^2 + 6*83 + 1) | No |
These are the training products that have the "FERTILITY" tag (processing sequence 6187). 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 |
|---|---|---|---|---|---|---|---|
| 12072 | I Am Fertile | 21166 | none | 131486 | none | ||
| 3110 | Green Trading Organic Shatavari Powder | 0 | LIBIDO, IMMUNE, REPRODUCTIVE HEALTH | 110320 | HORMONE BALANCE | ||
| 19712 | Rhodiola Extract | -110320 | FOCUS, SIMPLE EXTRACTS | 0 | none |