Fold 0 - Understanding why coefficient 12717178 was selected
Tag: SWIM
Selected Coefficient: 12717178
Taxonomy Path: 1.1.20.22
Taxonomy Name:
Products with this tag: 8
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? |
|---|---|---|---|---|---|
| 12717178 | 0.000003 | 1.1.20.22 | 22.20.1.1 (22*83^3 + 20*83^2 + 83 + 1) | Yes | |
| 3568586 | 0.000010 | 1.1.20.6 | 6.20.1.1 (6*83^3 + 20*83^2 + 83 + 1) | No |
These are the training products that have the "SWIM" tag (processing sequence 2932). 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 |
|---|---|---|---|---|---|---|---|
| 15680 | Amber | 12717178 | none | 0 | none | ||
| 15692 | Cristina Doll | 12717178 | none | 0 | none | ||
| 15698 | Go Getter | 12717178 | none | 0 | none | ||
| 15708 | Maseno Black | 12717178 | none | 0 | none | ||
| 15709 | Maseno Pink | 12717178 | none | 0 | none | ||
| 15984 | Summer Me | 12717178 | none | 0 | none | ||
| 15987 | Tropical | 3568586 | none | -9148592 | none | ||
| 15710 | Midnight | 3568586 | none | -9148592 | none |