Fold 2 - Understanding why coefficient 18819 was selected
Tag: ALKALINE
Selected Coefficient: 18819
Taxonomy Path: 17.1.3
Taxonomy Name: Media > Books > Print Books
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? |
|---|---|---|---|---|---|
| 18819 | 1.000000 | 17.1.3 | 3.1.17 (3*79^2 + 79 + 17) | Media > Books > Print Books | Yes |
| 81300 | 1.000000 | 9.2.13 | 13.2.9 (13*79^2 + 2*79 + 9) | Food, Beverages & Tobacco > Food Items > Nuts & Seeds | No |
These are the training products that have the "ALKALINE" tag (processing sequence 404). 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 |
|---|---|---|---|---|---|---|---|
| 3114 | Hemp Connect NZ Hemp Protein Powder - Plain Natural | 81300 | Food, Beverages & Tobacco > Food Items > Nuts & Seeds | none | 62481 | APPETITE, DAIRY FREE, METABOLIC | |
| 858 | Alkaline Plant-Based Diet | 18819 | Media > Books > Print Books | none | 0 | BOOKS |