Fold 2 - Understanding why coefficient -2889583 was selected
Tag: COLLARS & HARNESSES & LEADS
Selected Coefficient: -2889583
Taxonomy Path: -0.0.68.5
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? |
|---|---|---|---|---|---|
| -2889583 | 0.000002 | -0.0.68.5 | -5.68.0.0 (-(5*79^3 + 68*79^2)) | Yes | |
| -4861739 | 0.000004 | -0.0.68.9 | -9.68.0.0 (-(9*79^3 + 68*79^2)) | No |
These are the training products that have the "COLLARS & HARNESSES & LEADS" tag (processing sequence 1026). 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 |
|---|---|---|---|---|---|---|---|
| 10988 | Blue Jeans Collar, Bow Tie & Lead Set | -2889583 | AUTUMN / WINTER | 0 | SPRING / SUMMER, BIG DOG | ||
| 11046 | Blue Jay Collar, Bow Tie & Lead Set | -2889583 | AUTUMN / WINTER | 0 | SPRING / SUMMER, BIG DOG | ||
| 11348 | Heavy Duty Pet Harness | -4861739 | AUTUMN / WINTER | -1972156 | SPRING / SUMMER, BIG DOG |