Fold 2 - Understanding why coefficient 20767 was selected
Tag: PUBERTY
Selected Coefficient: 20767
Taxonomy Path: 17.1.3
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 20767 | 1.000000 | 17.1.3 | 3.1.17 (3*83^2 + 83 + 17) | Yes | |
| 2397468 | 2.000000 | 13.1.16.4 | 4.16.1.13 (4*83^3 + 16*83^2 + 83 + 13) | No |
These are the training products that have the "PUBERTY" tag (processing sequence 3651). 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 |
|---|---|---|---|---|---|---|---|
| 31048 | Eve Taylor Active Rub Muscle & Joint Ease | 2397468 | none | 2376701 | SLEEP | ||
| 18077 | The Care and Keeping of You 1 | 20767 | none | 0 | none | ||
| 18093 | Its Perfectly Normal: Changing Bodies, Growing Up, Sex, Gender, and Sexual Health | 20767 | none | 0 | none |