Fold 1 - Understanding why coefficient 1000 was selected
Tag: TREES
Selected Coefficient: 1000
Taxonomy Path: 4.12
Taxonomy Name:
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| 1000 | 1.000000 | 4.12 | 12.4 (12*83 + 4) | Yes | |
| 7058 | 1.000000 | 3.2.1 | 1.2.3 (6889 + 2*83 + 3) | No |
These are the training products that have the "TREES" tag (processing sequence 5103). 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 |
|---|---|---|---|---|---|---|---|
| 25567 | Bridge | 7058 | none | 6058 | none | ||
| 12133 | Designer Minky Crib Sheet - Various Pints | 1000 | none | 0 | none |