Fold 0 - Understanding why coefficient 17 was selected
Tag: POSITIVE
Selected Coefficient: 17
Taxonomy Path: 17
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? |
|---|---|---|---|---|---|
| 17 | 1.000000 | 17 | 17 (17) | Yes | |
| 428337437 | 1.000000 | 1.1.10.2.9 | 9.2.10.1.1 (9*83^4 + 2*83^3 + 10*83^2 + 83 + 1) | No |
These are the training products that have the "POSITIVE" tag (processing sequence 5059). 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 |
|---|---|---|---|---|---|---|---|
| 31227 | SAMMY JACKET | 428337437 | none | 428337420 | none | ||
| 8699 | Sistas Sisters Melanin Woman Blue and White Clothes Matching Outfit Classy Ladies SVG PNG JPG Cutting Files Vector Designs Print | 17 | none | 0 | none |