Fold 4 - Understanding why coefficient -12117835 was selected
Tag: FOX
Selected Coefficient: -12117835
Taxonomy Path: -1.1.16.21
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? |
|---|---|---|---|---|---|
| -12117835 | 1.000002 | -1.1.16.21 | -21.16.1.1 (-(21*83^3 + 16*83^2 + 83 + 1)) | Yes | |
| -10974261 | 1.000002 | -1.1.16.19 | -19.16.1.1 (-(19*83^3 + 16*83^2 + 83 + 1)) | No | |
| 48608953 | 2.000000 | 3.2.1.2.1 | 1.2.1.2.3 (47458321 + 2*83^3 + 6889 + 2*83 + 3) | No |
These are the training products that have the "FOX" tag (processing sequence 6234). 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 |
|---|---|---|---|---|---|---|---|
| 27486 | Attacking 2020 | 48608953 | none | 60726788 | none | ||
| 18304 | Love Animals, Don't Wear Them Premium Eco Hoodie | -10974261 | SWEATSHIRT, HOODIE, GRAPE CAT | 1143574 | none | ||
| 18305 | Love Animals, Don't Wear Them Hoodie | -12117835 | SWEATSHIRT, HOODIE, GRAPE CAT | 0 | none |