Fold 0 - Understanding why coefficient 20767 was selected
Tag: HOLIDAY FAVORITE
Selected Coefficient: 20767
Taxonomy Path: 17.1.3
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? |
|---|---|---|---|---|---|
| 20767 | 1.000000 | 17.1.3 | 3.1.17 (3*83^2 + 83 + 17) | Yes | |
| 2866834 | 1.000000 | 14.12.1.5 | 5.1.12.14 (5*83^3 + 6889 + 12*83 + 14) | No |
These are the training products that have the "HOLIDAY FAVORITE" tag (processing sequence 5013). 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 |
|---|---|---|---|---|---|---|---|
| 19496 | Gnat Sticky Trap | 2866834 | none | 2846067 | PLANT CARE | ||
| 19461 | How To Raise a Plant and Make it Love You Back by Morgan Doane and Erin Harding | 20767 | none | 0 | none |