Fold 2 - Understanding why coefficient -151556 was selected
Tag: HIP HOP PIN
Selected Coefficient: -151556
Taxonomy Path: -81.82.21
Taxonomy Name:
Products with this tag: 6
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| -151556 | 4.000000 | -81.82.21 | -21.82.81 (-(21*83^2 + 82*83 + 81)) | Yes | |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| -165503 | 5.000000 | -1.2.24 | -24.2.1 (-(24*83^2 + 2*83 + 1)) | No | |
| 13947 | 5.000000 | 3.2.2 | 2.2.3 (2*83^2 + 2*83 + 3) | No |
These are the training products that have the "HIP HOP PIN" tag (processing sequence 4574). 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 |
|---|---|---|---|---|---|---|---|
| 30417 | SLIM LAPEL PIN | 13947 | none | 165503 | none | ||
| 30389 | THE DUNK LAPEL PIN | 0 | LAPEL PINS | 151556 | none | ||
| 30418 | PAULS LAPEL PIN | 0 | RAP PIN | 151556 | none | ||
| 30424 | SWEET WOODS LAPEL PIN | -151556 | LAPEL PINS | 0 | none | ||
| 30457 | MARATHON LAPEL PIN | -151556 | RAP PIN | 0 | none | ||
| 30449 | GOOD DOPE X LUDZIK ONE - MINI DOOM LAPEL PIN | -165503 | PINS, RAP PIN | -13947 | none |