Fold 0 - Understanding why coefficient 6331159 was selected
Tag: LIFE JACKET
Selected Coefficient: 6331159
Taxonomy Path: 2.2.6.11
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 6331159 | 1.000000 | 2.2.6.11 | 11.6.2.2 (11*83^3 + 6*83^2 + 2*83 + 2) | Yes | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "LIFE JACKET" tag (processing sequence 3024). 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 |
|---|---|---|---|---|---|---|---|
| 20430 | WONTON FLOAT Vest in red, dolphin grey | 6331159 | none | 0 | BULLDOG CLOTHES | ||
| 20432 | WONTON FLOAT VEST 2 in aqua blue | 6331159 | none | 0 | BULLDOG CLOTHES | ||
| 20433 | WONTON FLOAT VEST 2 in aqua blue | 6331159 | none | 0 | BULLDOG CLOTHES | ||
| 20434 | WONTON FLOAT Vest Custom Name Tag patch | 0 | PATCH | -6331159 | none |