Fold 4 - Understanding why coefficient 12717178 was selected
Tag: SWIMSUITS SWIM
Selected Coefficient: 12717178
Taxonomy Path: 1.1.20.22
Taxonomy Name:
Products with this tag: 9
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? |
|---|---|---|---|---|---|
| 12717178 | 0.000150 | 1.1.20.22 | 22.20.1.1 (22*83^3 + 20*83^2 + 83 + 1) | Yes | |
| 3568586 | 0.000154 | 1.1.20.6 | 6.20.1.1 (6*83^3 + 20*83^2 + 83 + 1) | No | |
| 4092150 | 0.001161 | 1.1.13.7 | 7.13.1.1 (7*83^3 + 13*83^2 + 83 + 1) | No |
These are the training products that have the "SWIMSUITS SWIM" tag (processing sequence 4322). 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 |
|---|---|---|---|---|---|---|---|
| 15690 | Cindy | 12717178 | none | 0 | none | ||
| 15990 | Victor | 12717178 | none | 0 | none | ||
| 15993 | Weekday | 12717178 | none | 0 | none | ||
| 15688 | Christian D | 12717178 | none | 0 | none | ||
| 15705 | Louis V | 12717178 | none | 0 | none | ||
| 15691 | Cover up Shirt | 4092150 | none | -8625028 | none | ||
| 15693 | Diva5 | 3568586 | none | -9148592 | none | ||
| 15683 | Bandana | 3568586 | none | -9148592 | none | ||
| 15711 | Mint | 3568586 | none | -9148592 | none |